Python Bytes
Michael Kennedy and Brian Okken
Subscribe
Python Bytes is a weekly podcast hosted by Michael Kennedy and Brian Okken. The show is a short discussion on the headlines and noteworthy news in the Python, developer, and data science space.
Available episodes
Newest first
Oldest first
1 day ago
#355 Python 3.12 is Out!
Topics covered in this episode:
* 3.12 is out!
* Trouble with virtualenv caching, a tale of 3.12 update
* Python Developers Survey 2022 Results
* Scientific Python Library Development Guide
* Extras
* Joke Watch on YouTube
About the show
Sponsored by us! Support our work through:
* Our courses at Talk Python Training
* The Complete pytest Course
* Patreon Supporters
Connect with the hosts
* Michael: @mkennedy@fosstodon.org
* Brian: @brianokken@fosstodon.org
* Show: @pythonbytes@fosstodon.org
Join us on YouTube at pythonbytes.fm/live to be part of the audience. Usually Tuesdays at 11am PT. Older video versions available there too.
Michael #1: 3.12 is out!
* What’s new
* PEP 695, type parameter syntax and the type statement
* PEP 692, using TypedDict to annotate **kwargs
* PEP 698, typing.override() decorator
* PEP 701, f-strings in the grammar
* PEP 684, a unique per-interpreter GIL
* PEP 669, low impact monitoring
* Improved ‘Did you mean …’ suggestions for NameError, ImportError, and SyntaxError exceptions
* PEP 688, using the buffer protocol from Python
* The pathlib.Path class now supports subclassing
* The os module received several improvements for Windows support
* A command-line interface has been added to the sqlite3 module
* isinstance() checks against runtime-checkable protocols enjoy a speed up of between two and 20 times
* The asyncio package has had a number of performance improvements, with some benchmarks showing a 75% speed up.
* A command-line interface has been added to the uuid module
* Due to the changes in PEP 701, producing tokens via the tokenize module is up to up to 64% faster.
* PEP 683, immortal objects
* PEP 709, comprehension inlining
Brian #2: Trouble with virtualenv caching, a tale of 3.12 update
Michael #3: Python Developers Survey 2022 Results
* I did a “first reactions” video too
Brian #4:Scientific Python Library Development Guide
* Announcement and Overview by Henry Schreiner
Extras
Brian:
* The Complete pytest Course is now at courses.pythontest.com
* Still on Teachable, just with a custom domain
* Also, just released Chapter 8 today.
Michael:
* Moving to Mona App (was using Ivory) for Mastodon
* Making bank on .ai
* Vivaldi on iOS
Joke: Thought it would be easy
playlist_add
Sep 26, 2023
#354 Python 3.12 is Coming!
Topics covered in this episode:
* logmerger
* The third and final Python 3.12 RC is out now
* The Python dictionary dispatch pattern
* Visualizing the CPython Release Process
* Extras
* Joke Watch on YouTube
About the show
Sponsored by us! Support our work through:
* Our courses at Talk Python Training
* Python People Podcast
* Patreon Supporters
Connect with the hosts
* Michael: @mkennedy@fosstodon.org
* Brian: @brianokken@fosstodon.org
* Show: @pythonbytes@fosstodon.org
Join us on YouTube at pythonbytes.fm/live to be part of the audience. Usually Tuesdays at 11am PT. Older video versions available there too.
Brian #1: logmerger
* Paul McGuire
* logmerger is a TUI for viewing a merged display of multiple log files, merged by timestamp.
* Built on textual
* Awesome flags:
* --output -
* to send the merged logs to stdout
* --start START and --end END
* start and end time to select time window for merging logs
* Caveats:
* new. no pip install yet. so clone the code or download
* perhaps I jumped the gun on covering this, but it’s cool
Michael #2: The third and final Python 3.12 RC is out now
* Get your final bugs fixed before the full release
* Call to action: We strongly encourage maintainers of third-party Python projects to prepare their projects for 3.12 compatibilities during this phase
* How to test.
* Discussion on the issue.
* Count down until October 2nd, 2023.
Brian #3: The Python dictionary dispatch pattern
* I kinda love (and hate) jump tables in C
* We don’t talk about dictionary dispatch much in Python, so this is nice, if not dangerous.
* Short story: you can store lambdas or functions in dictionaries, then look them up and call them at the same time.
* Also, I gotta shout out to the first blogroll I’ve seen in a very long time.
* Should we bring back blogrolls?
Michael #4: Visualizing the CPython Release Process
* by Seth Larson
* Here’s the deal (you should see the image in the article 😉 )
* Freeze the python/cpython release branch. This is done using GitHub Branch Protections.
* Update the Release Manager's fork of python/cpython.
* Run Python release tools (release-tool, blurb, sphinx, etc).
* Push diffs and signed tag to Release Manager's fork.
* Git tag is made available to experts for Windows and macOS binary installers.
* Source tarballs, Windows, and macOS binary installers built and tested concurrently.
* 6a: Release manager builds the tgz and tar.xz source files for the Python release. This includes building the updates documentation.
* 6b: Windows expert starts the Azure Pipelines configured to build Python.
* 6c: macOS Expert builds the macOS installers.
* All artifacts (source and binary) are tested on their platforms.
* Release manager signs all artifacts using Sigstore and GPG.
* All artifacts are made available on python.org.
* After artifacts are published to python.org, the git commit and tag from the Release Manager's fork is pushed to the release branch.
Extras
Brian:
* The Complete pytest Course, part 2, Ch 7 Testing Strategy went up this weekend.
* Only 9 more chapters to go
* “Test & Code” → “Python Test”
* Full version: “The Python Test Podcast” → “Test & Code” → “Python Test”
* Also: “Python (Bytes | People | Test)”
Michael:
* If you’re at PyBay, come say “hi”
* EuroPython 2023 Videos up
* Django + HTMX has a few days of early-bird discount left
Joke: Are you sleeping?
playlist_add
Sep 19, 2023
#353 Hatching Another Episode
Topics covered in this episode:
* OverflowAI
* Switching to Hatch
* Alpha release of the Ruff formatter
* What is wrong with TOML?
* Extras
* Joke Watch on YouTube
About the show
Sponsored by us! Support our work through:
* Our courses at Talk Python Training
* Python Testing with pytest, full course
* Patreon Supporters
Connect with the hosts
* Michael: @mkennedy@fosstodon.org
* Brian: @brianokken@fosstodon.org
* Show: @pythonbytes@fosstodon.org
Join us on YouTube at pythonbytes.fm/live to be part of the audience. Usually Tuesdays at 11am PT. Older video versions available there too.
Michael #1: OverflowAI
* Integration of generative AI into our public platform, Stack Overflow for Teams, and brand new product areas, like an IDE integration.
* Have a conversation about the search results and proposed answer with GenAI
* Coming with IDE integration too.
* Check out the video on their page for some more detail than the article.
Brian #2: Switching to Hatch
* Oliver Andrich
* Hatch has some interesting features
* Template built from hatch new myproject includes isolating dev, test, lint virtual environments.
* Each env can have scripts
* Test matrix ala tox, but possibly easier to express complex matrices.
* May not even need tox then, but then now you have hatch.
* A way to specify which optional dependencies needed for default environment.
* Notes from Brian
* One premise is that lots of projects are now using hatch.
* I don’t know if that’s true. A quick spot check of a few projects include projects that use hatchling. While hatchling is the back end to hatch, they are not the same. I use hatchling a lot now, but haven’t picked up using hatch. But I do want to try it more after reading this article.
Michael #3: Alpha release of the Ruff formatter
* vis Sky Kasko
* Charlie Marsh announced that an alpha version of a Ruff formatter has been released in Ruff v0.0.289.
* The formatter is designed to be a drop-in replacement for Black, but with an excessive focus on performance and direct integration with Ruff.
* Sky says: I can't find any benchmarks that have been released yet, but I did some extremely unscientific testing and found the Ruff formatter to be around 5 to 10 times faster than Black when running on already-formatted code or in a small codebase, and 75 times faster when running on a large codebase of unformatted code. (The second outcome probably isn't very important since most people would not often be formatting thousands of lines of completely unformatted code.)
* For more info, see the README: https://github.com/astral-sh/ruff/blob/main/crates/ruff_python_formatter/README.md
Brian #4: What is wrong with TOML?
* Colm O'Connor
* Suggested by Will McGugan
* This is a comparison of TOML vs StrictYAML under the use case of “readable story tests”.
* TLDR; For smallish things like pyproject.toml, toml is fine. For huge files, something like StrictYAML may be less horrible.
* from Brian:
* Short answer: Nothing, unless you’re doing crazy things with it.
* Re “readable story tests”: WTF? Neither of these are something I’d like to maintain.
Extras
Brian:
* Python Testing with pytest, the course
* New intro video to explain what the course is about
* Using Teachable video
* like notes, mini-viewer, and speed controls
* Chapter on “Testing Strategy” is next
Michael:
* HTMX + Django: Modern Python Web Apps, Hold the JavaScript Course
* Coding in Rust? Here's a New IDE by JetBrains
* Delightful Machine Learning Apps with Gradio out on Talk Python
Joke: The 5 stages of debugging
playlist_add
Sep 12, 2023
#352 Helicopter Time Comes to Python
Topics covered in this episode:
* Heliclockter - Like datetime, but more timezone-aware
* Wagtail 5
* Git log customization
* MiniJinja template engine
* Extras
* Joke Watch on YouTube
About the show
Sponsored by us! Support our work through:
* Our courses at Talk Python Training
* Python People Podcast
* Patreon Supporters
Connect with the hosts
* Michael: @mkennedy@fosstodon.org
* Brian: @brianokken@fosstodon.org
* Show: @pythonbytes@fosstodon.org
Join us on YouTube at pythonbytes.fm/live to be part of the audience. Usually Tuesdays at 11am PT. Older video versions available there too.
Brian #1: Heliclockter - Like datetime, but more timezone-aware
* Suggested by Peter Nilsson
* The library exposes 3 classes:
* datetime_tz, a datetime ensured to be timezone-aware.
* datetime_local, a datetime ensured to be timezone-aware in the local timezone.
* datetime_utc, a datetime ensured to be timezone-aware in the UTC+0 timezone.
Michael #2: Wagtail 5
* Wagtail is the leading open-source Python CMS, based on Django.
* Anything you can do in Python or Django, you can do in Wagtail.
* Wagtail 5.0 provides even more options for your content creation experience
* Dark mode has arrived
* SVG support
* Enhanced accessibility checker
* Delete more safely
* Some breaking changes in it because this release removes some of the old code paths that were maintained to give people more time to adapt their code to the new upgrades
* Add custom validation logic to your Wagtail projects. You can now attach errors to specific child blocks in StreamField.
Brian #3: Git log customization
* Justin Joyce
* Just a simple git log --oneline makes the log so much more readable, but don’t stop there.
* --graph helps to show different branches
* -10 shows the last 10 commits.
* And this beauty in .gitconfig makes git lg mostly do what you want most of the time: [alias] lg = log --graph -10 --format='%C(yellow)%h%Creset %s %Cgreen(%cr) %C(bold blue)[HTML_REMOVED]%Creset'
Michael #4: MiniJinja template engine
* MiniJinja is a powerful but minimal dependency template engine for Rust compatible with Jinja/Jinja2
* Comes with integration back into Python via minijinja-py package.
* MiniJinja has a stronger sandbox than Jinja2 and might perform ever so slightly better in some situations.
* However you should be aware that due to the marshalling that needs to happen in either direction there is a certain amount of loss of information.
* Compiles to WebAssembly
Extras
Brian:
* The pytest Primary Power course is ready.
* To celebrate wrapping up the first course, pytest Primary Power is $49, the bundle is $99.
* Bundle: This + next 2 courses + access to repo, discussion forum, Slack, and Discord
Michael:
* New HTMX, language course, and data science course coming at Talk Python. Add your name here to get notified.
* I’ll be at PyBay 2023 on Oct 8, 2023
* Use "friendofspeaker" with for a 20% discount on the regular tickets.
* Follow up from docstrings:
* From Rhet
* John Hagen:
* You can certainly omit the type information from the docstring when you are using typehints. This is the way I've seen almost all modern usages of Google style docstrings nowadays. They still have some examples that include the type information because the original standard pre-dated Python 3 type annotations. Here is a simple example:
* https://github.com/johnthagen/python-blueprint/blob/main/src/fact/lib.py#L5
* This also shows off the next point that you brought up: can I document all of the exceptions that a function could raise. Google docstrings have the "Raises:" block for this, and I find it pretty nice and concise for when this is needed.
* Also, PyCharm can be configured to autocomplete and render Google style docstrings
* https://www.jetbrains.com/help/pycharm/settings-tools-python-integrated-tools.html
* Tools | Python Integrated Tools | Docstrings | Docstring Format: Google
* What's nice about this, is that then PyCharm will render the google style docstrings in the Quick Doc function (Ctrl+Q), making the headers bold and larger and lists look nice so it's easy to read.
Joke: Fully optimized my algorithm
playlist_add
Sep 6, 2023
#351 A Python Empire (or MPIRE?)
Topics covered in this episode:
* mpire
* mopup - the macOS Python.org Updater
* Immortal Objects for Python
* Common Docstring Formats in Python
* Extras
* Joke Watch on YouTube
About the show
Sponsored by Sentry: pythonbytes.fm/sentry
Connect with the hosts
* Michael: @mkennedy@fosstodon.org
* Brian: @brianokken@fosstodon.org
* Show: @pythonbytes@fosstodon.org
Join us on YouTube at pythonbytes.fm/live to be part of the audience. Usually Tuesdays at 11am PT. Older video versions available there too.
Michael #1: mpire
* A Python package for easy multiprocessing, but faster than multiprocessing
* MPIRE is faster in most scenarios, packs more features, and is generally more user-friendly than the default multiprocessing package.
* Tons of features.
* Nice intro article with benchmarks.
Brian #2: mopup - the macOS Python.org Updater
* Glyph Lefkowitz
* On a mac, install Python with the standard Python.org installer.
* Then, periodically, update with python3 -m mopup
* I just did it and went from Python 3.11.4 to 3.11.5
* See also Get Your Mac Python From Python.org for reasons to use python.org over other ways, also from Glyph.
Michael #3: Immortal Objects for Python
* Instagram has introduced Immortal Objects – PEP-683 – to Python.
Brian #4: Common Docstring Formats in Python
* Scott Robinson
* I don’t mean to disrespect Scott, but I’m honestly curious if this is really common.
* I like docstrings for the “why” of a function. And prefer type hints for types.
* Let me know what you use, at @brianokken@fosstodon.org
Extras
Brian:
* In search for a working retro Lunar Lander in Python
Michael:
* Releases follow up
* North Korean hackers behind malicious VMConnect PyPI campaign
Joke: It’s Bingo Time!
playlist_add
Aug 29, 2023
#350 You've Got The Stamina For This Episode
Topics covered in this episode:
* Make Each Line Count, Keeping Things Simple in Python
* Parsel
* A Comprehensive Guide to Python Logging with Structlog
* Stamina
* Extras
* Joke Watch on YouTube
About the show
Sponsored by Sentry: pythonbytes.fm/sentry
Connect with the hosts
* Michael: @mkennedy@fosstodon.org
* Brian: @brianokken@fosstodon.org
* Show: @pythonbytes@fosstodon.org
Join us on YouTube at pythonbytes.fm/live to be part of the audience. Usually Tuesdays at 11am PT. Older video versions available there too.
Brian #1: Make Each Line Count, Keeping Things Simple in Python
* Bob Belderbos
* Some great tips to help you simplify your Python code to make it more understandable and maintainable.
Michael #2: Parsel
* Parsel is a BSD-licensed Python library to extract data from HTML, JSON, and XML documents.
* Parsel lets you extract data from XML/HTML documents using XPath or CSS selectors.
* It supports:
* CSS and XPath expressions for HTML and XML documents
* JMESPath expressions for JSON documents
* Regular expressions # Want a RSS feed detail from a website standard HTML? selector = parsel.Selector(text=html_text) for link in selector.css('head > link'): rel = link.xpath('.//@rel').get() rel_type = link.xpath('.//@type').get() href = link.xpath('.//@href').get()
Brian #3: A Comprehensive Guide to Python Logging with Structlog
* Stanley Ulili
* structlog is an awesome logging tool, and already has great documentation.
* However, this article is a great starting point, highlighting:
* how easy it is to get started using structlog
* configuring the default log level
* changing the formatting
* customizing the time stamp
* adding custom fields
* adding contextual data
* filtering
* async
* …
Michael #4: Stamina
* via Matthias Bach, by Hynek
* Production-grade Retries Made Easy
* stamina is an opinionated wrapper around the great-but-unopinionated Tenacity package. Its goal is to be as ergonomic as possible, while doing the right thing by default, while minimizing potential for misuse.
* General additions on top of Tenacity
* Retry only on certain exceptions.
* Exponential backoff with jitter between retries.
* Limit the number of retries and total time.
* Automatic async support.
* Preserve type hints of the decorated callable.
* Count (Prometheus) and log (structlog) retries with basic metadata, if they’re installed.
* Easy global deactivation for testing.
Extras
Brian:
* The “pytest fixtures” chapter of the pytest course is available now.
* Also, the PYTHONBYTES 20% discount still active for bundle through the end of August.
Michael:
* Python 3.12.0 release candidate 1 released
* PyCon UK: The conference takes place from the 22nd to the 25th of September in Cardiff, Wales. The schedule is available at 2023.pyconuk.org/schedule/ and tickets are available at 2023.pyconuk.org/tickets/.
* PyData Eindhoven 2023, Nov 30 CFP open
* PyData Seattle Language Creators Charity Fundraiser: Adele Goldberg - Smalltalk, Guido Van Rossum, Anders Hejlsberg, C#, and James Gosling - Java. September 19, 2023: 12:00 - 4:00 PM, in person only.
Joke:
* Librarian
* chatgpt-failures
playlist_add
Aug 22, 2023
#349 Djangonauts: Ready for Takeoff!
Topics covered in this episode:
* Omnivore app
* Djangonaut.space
* Server-side hot reload
* Python in Excel
* Extras
* Joke Watch on YouTube
About the show
Sponsored by us! Support our work through:
* Our courses at Talk Python Training
* Python People Podcast
* Patreon Supporters
Connect with the hosts
* Michael: @mkennedy@fosstodon.org
* Brian: @brianokken@fosstodon.org
* Show: @pythonbytes@fosstodon.org
Join us on YouTube at pythonbytes.fm/live to be part of the audience. Usually Tuesdays at 11am PT. Older video versions available there too.
Michael #1: Omnivore app
* Omnivore is the free, open source, read-it-later app for serious readers.
* Distraction free. Privacy focused. Open source. Designed for knowledge workers and lifelong learners.
* Save articles, newsletters, and documents and read them later — focused and distraction free.
* Add notes and highlights.
* Organize your reading list the way you want and sync it across all your devices.
* Syncs with popular Personal Knowledge Management systems including Logseq and Obsidian
* Wait, what’s Logseq? :)
* A privacy-first, open-source platform for knowledge management and collaboration.
* Kinda like Notion?
Brian #2: Djangonaut.space
* “Where contributors launch”
* This is a group mentoring program where individuals will work self-paced in a semi-structured learning environment over the course of three months.
* Djangonauts are members of the community who wish to level up their current Django code contributions and potentially take on leadership roles in Django in the future.
Michael #3: Server-side hot reload
* Thanks to Alex Riviere for some improvements
* Bill Mill suggests websockets and Adam Johnson points he built something like this for Django (sorta) with django-browser-reload
* To make it work just:
* Include this script in your web projects for dev-time auto reloading of web browser when any change is detected in content.
* Works across all web technologies, built out on a FastAPI / Tailwind project.
* General workflow looks like:
* Edit the source CSS file
* Tailwind watcher generates a built CSS file
* Built CSS file is included the Python web HTML template
* Template appends a hash ID for the state of the CSS file
* Changes to the source CSS thus trigger a change in the final ID
* New ID means the page contents change and the script does a reload
* Even works for static resources if you put a “version” indicator on them: [HTML_REMOVED] [HTML_REMOVED]
Brian #4: Python in Excel
* Anaconda working with Microsoft to have Python built in to Excel.
* “Python in Excel is currently in preview and is subject to change based on feedback. To use this feature, join the Microsoft 365 Insider Program and choose the Beta Channel Insider level.”
* from Microsoft Support article: Getting started with Python in Excel
Extras
Brian:
* Working on videos for “Ch3 : pytest Fixtures” for the Python Testing with pytest Course Bundle
* Adding some drawings and some more bonus videos.
* Thanks to everyone who’s signed up already.
* I’ve pushed the 20% discount out till the end of August.
* I also finally listed it on pythontest.com/courses
* Also lots of new interviews for pythonpeople.fm, and I’m expecting at least one new episode of testandcode.com this week.
* It’s going to be a busy week.
Michael:
* PyCon Sweden CFP is open
* Be on Talk Python around Mobile Apps?
Joke:
* The Password Game
* KennyLog-in.com - secure password generator
playlist_add
Aug 15, 2023
#348 JavaScript in Your Python
Topics covered in this episode:
* Differentiating between writing down dependencies to use packages and for packages themselves
* PythonMonkey
* Quirks of Python package versioning
* bear-type
* Extras
* Joke Watch on YouTube
About the show
Sponsored by us! Support our work through:
* Our courses at Talk Python Training
* Python People Podcast
* Patreon Supporters
Connect with the hosts
* Michael: @mkennedy@fosstodon.org
* Brian: @brianokken@fosstodon.org
* Show: @pythonbytes@fosstodon.org
Join us on YouTube at pythonbytes.fm/live to be part of the audience. Usually Tuesdays at 11am PT. Older video versions available there too.
Brian #1: Differentiating between writing down dependencies to use packages and for packages themselves
* Brett Cannon
* Why can’t we just use pyproject.toml and stop using requirements.txt?
* Nope. At least not yet. They’re currently for different things.
* pyproject.toml
* There’s project.dependencies and project.optional-dependencies.tests that kinda would work for listing dependencies for an app.
* But you can’t say pip install -r pyproject.toml. It doesn’t work. And that’s weird.
* project is intended for packaged projects.
* requirements.txt
* for applications and other non-packaged projects
* It has specific versions
* works great with pip
* What then?
* Either we stick with requirements.txt
* Or we invent some other file, maybe requirements.toml?
* Or maybe (Brian’s comment), add something like [application] and application.dependencies and application.optional-dependencies.tests to pyproject.toml
Michael #2: PythonMonkey
* PythonMonkey is a Mozilla SpiderMonkey JavaScript engine embedded into the Python VM, using the Python engine to provide the JS host environment.
* This product is in an early stage, approximately 80% to MVP as of July 2023. It is under active development by Distributive. External contributions and feedback are welcome and encouraged.
* It will enable JavaScript libraries to be used seamlessly in Python code and vice versa — without any significant performance penalties.
* Call Python packages like NumPy from within a JavaScript library, or use NPM packages like [crypto-js](https://www.npmjs.com/package/crypto-js) directly from Python.
* Executing WebAssembly modules in Python becomes trivial using the WebAssembly API and engine from SpiderMonkey.
* More details in Will Pringle’s article.
Brian #3: Quirks of Python package versioning
* Seth Larson
* Yes, we have SemVer, 1.2.3, and CalVer, 2023.6.1, and suffixes for pre-release, 1.2.3pre1.
* But it gets way more fun than that, if you get creative
* Here’s a few
* v is an optional prefix, like v.1.0
* You can include an “Epoch” and separate it from the version with a !, like 20!1.2.3
* Local versions with alphanumerics, periods, dashes, underscores, like 1.0.0+ubuntu-1. PyPI rejects those. That’s probably good.
* Long versions. There’s no max length for a version number. How about 1.2.3.4000000000000000001?
* Pre, post, dev aren’t mutually exclusive: 1.0.0-pre0-post0-dev0
* More craziness in article -
Michael #4: bear-type
* Beartype is an open-source PEP-compliant near-real-time pure-Python runtime type-checker emphasizing efficiency, usability, and thrilling puns.
*
Annotate @beartype-decorated classes and callables with type hints.
* Call those callables with valid parameters: Transparent
* Call those callables with invalid parameters: Boom
Traceback: raise exception_cls( beartype.roar.BeartypeCallHintParamViolation: @beartyped quote_wiggum() parameter lines=[b'Oh, my God! A horrible plane crash!', b'Hey, everybody! Get a load of thi...'] violates type hint list[str], as list item 0 value b'Oh, my God! A horrible plane crash!' not str.
Extras
Brian:
* Python Testing with Pytest Course Bundle: Limited Pre-Release Beta
* Use code PYTHONBYTES now through Aug 31for 20% discount (discount extended through the end of the month)
* What’s a pre-release beta? There’s a video. Check out the link.
* Error-tolerant pytest discovery in VSCode
* Finally! But you gotta turn it on. Also, I gotta talk to them about the proper non-capitalization of pytest.
* We’re at RC1 for Python 3.12.0
* Hard to believe it’s that time of year again
Michael:
* PyPI hires a Safety & Security Engineer, welcome Mike Fiedler
* PackagingCon October 26-28
* Cloud Builders: Python Conf (born in Ukraine): September 6, 2023 | online
Joke: Learning JavaScript
playlist_add
Aug 8, 2023
#347 The One About Context Mangers
Topics covered in this episode:
* async-timeout
* PyPI Project URLs Cheatsheet
* httpx-sse
* Creating a context manager in Python
* Extras
* Joke Watch on YouTube
About the show
Sponsored by us! Support our work through:
* Our courses at Talk Python Training
* Python People Podcast
* Patreon Supporters
Connect with the hosts
* Michael: @mkennedy@fosstodon.org
* Brian: @brianokken@fosstodon.org
* Show: @pythonbytes@fosstodon.org
Join us on YouTube at pythonbytes.fm/live to be part of the audience. Usually Tuesdays at 11am PT. Older video versions available there too.
Michael #1: async-timeout
* An asyncio-compatible timeout context manager.
* The context manager is useful in cases when you want to apply timeout logic around block of code or in cases when asyncio.wait_for() is not suitable.
* Not finished yet timeout can be rescheduled by shift_by() or shift_to() methods
Brian #2: PyPI Project URLs Cheatsheet
* Daniel Roy Greenfield
* There’s some cool icons available under “Project Links” on pypi.org project pages.
* How do you get those? And which ones are available.
* Daniel has found out where to look, and built us a cheat sheet. Nice.
Michael #3: httpx-sse
* Consume Server-Sent Event (SSE) messages with HTTPX.
* SSE are super lightweight, server → client only subscriptions.
* Like websockets but less overhead (especially for iot and mobile devices)
* httpx-sse provides the connect_sse and aconnect_sse helpers for connecting to an SSE endpoint.
* The resulting EventSource object exposes the .iter_sse() and .aiter_sse() methods to iterate over the server-sent events.
Brian #4: Creating a context manager in Python
* Trey Hunner
* Context managers are those things you use in a with block.
* There’s a bunch of cool built in ones.
* Building your own is a handy skill to have to clean up your code, and they’re pretty easy, with Trey’s tutorial.
* Shown is a great example of temporarily modifying an environmental variable.
* Then he gets into what you need to know about as, __enter__, and __exit__.
Extras
Brian:
* I think I’ll nix the intro music to Python People. I didn’t know what music to use, so I re-used the music from Test & Code. And I got some very honest feedback that it just doesn’t fit and was better without it. So I’ll rip it out soon.
* BTW, next episode to be released is with Bob Belderbos from PyBites. Should be later this week.
Michael:
* Facebook and Instagram start blocking news in Canada
Joke:
* day 1 and I hate it
playlist_add
Aug 2, 2023
#346 Have you lost your GIL?
Topics covered in this episode:
* A Steering Council notice about PEP 703 (Making the Global Interpreter Lock Optional in CPython)
* Google's post-cookie world could turn into DRM for the internet
* How ruff changed my Python programming habits
* pathlib api extended to use fsspec backends
* Extras
* Joke Watch on YouTube
About the show
Sponsored by us! Support our work through:
* Our courses at Talk Python Training
* Python People Podcast
* Patreon Supporters
Connect with the hosts
* Michael: @mkennedy@fosstodon.org
* Brian: @brianokken@fosstodon.org
* Show: @pythonbytes@fosstodon.org
Join us on YouTube at pythonbytes.fm/live to be part of the audience. Usually Tuesdays at 11am PT. Older video versions available there too.
Brian #1: A Steering Council notice about PEP 703 (Making the Global Interpreter Lock Optional in CPython)
* Thomas Wouters
* Suggested by John Hagen
* “We intend to accept PEP 703, although we’re still working on the acceptance details.”
* Moving forward in 3 stages
* short-term, no-GIL experimental build in 3.13 or 3.14
* mid-term, declare support for no-GIL version
* long-term, no-GIL becomes default and remove any vestiges of the GIL
* No commitment and timeframe is nebuous
* long-term means 5+ years
* Need community support
* “We want to be able to change our mind if it turns out, any time before we make no-GIL the default, that it’s just going to be too disruptive for too little gain.”
Michael #2: Google's post-cookie world could turn into DRM for the internet
* A new authentication system could let websites block extensions or jailbroken devices.
* Google has been trying to implement plans to move beyond cookies for years without denying its partners the means to sell targeted ads.
* One recent proposal to guarantee user privacy and security could come at the cost of freedom of functionality.
* Comments are somewhat interesting.
* More info in a second article.
* Vivaldi has a response here.
* Brave won’t ship with it.
Brian #3: How ruff changed my Python programming habits
* Matthias Kestenholz
* “…there’s always a trade off between development speed (waiting on git commit is very boring) and strictness. “
* “ruff is so fast that enabling additional rules is practically free in terms of speed...”
* ruff has way more rules since last I checked. They are just mostly turned off by default.
* The article suggests a bunch to try turning on.
* See also
* ruff config settings
* turn on flake8-bugbear while leaving on defaults with select = ["E", "F", "B"]
* lots of rules to choose from
* ruff-pre-commit to run these with pre-commit
Michael #4: pathlib api extended to use fsspec backends
* via Justin Flannery
* Expanding on the capabilities of fsspec, the same GitHub organization also supports another powerful library called universal_pathlib.
* universal_pathlib is a python library that aims to extend Python's built-in pathlib.Path api to use a variety of backend filesystems using fsspec.
* This seamless replacement allows developers to leverage the familiar and powerful pathlib API on any type of filesystem. upath.Path is a drop-in replacement for pathlib.Path and is an excellent addition to your toolkit.
Joke: Understanding pointers
playlist_add
Jul 26, 2023
#345 Some Big Time Releases
Topics covered in this episode:
* Cython 3.0
* Reading code : An important but seldom-discussed skill
* Major new version of MicroPython: v1.20.0
* Advanced Python Tips for Development
* Extras
* Joke Watch on YouTube
About the show
Sponsored by us! Support our work through:
* Our courses at Talk Python Training
* The Python People Podcast
* Patreon Supporters
Connect with the hosts
* Michael: @mkennedy@fosstodon.org
* Brian: @brianokken@fosstodon.org
* Show: @pythonbytes@fosstodon.org
Join us on YouTube at pythonbytes.fm/live to be part of the audience. Usually Tuesdays at 11am PT. Older video versions available there too.
Michael #1: Cython 3.0
* Long in development, the new major release of the Python-to-C compiler sheds legacy Python support and readies Cython developers for big changes in Python.
* Cython 3 cleans up and modernizes Cython.
* Pure Python mode allows Python developers to use their existing Python linting and code analysis tools on Cython.
Brian #2: Reading code : An important but seldom-discussed skill
* Eric Matthes
* A cool walk through of several techniques to read code
* Strategies
* Ignore function definitions
* And in the example, also ignore comments
* Simplify repetitive blocks
* Examples shows mentally lumping a bunch of print statements into “print message”
* Utilize IDE tools, like folding to hide functions your not looking at
* Also includes a note about writing readable code.
* Notes:
* People believe your function and variable names, they should be descriptive, and they should not be deceptive.
Michael #3: Major new version of MicroPython: v1.20.0
* via Matt Trentini
* >10 months, >1000 mainline commits from >100 contributors
* This release of MicroPython introduces a new lightweight package manager called mip.
* In the MicroPython runtime, core/built-in types have been compressed by only including in the C-level type struct as many slots for C function pointers as is needed for a given type →
* Any third-party C extensions will need to be updated to work with this change.
* Massive list of detailed changes.
Brian #4: Advanced Python Tips for Development
* Scofield Idehen
* There’s 15 in the article, here’s a few
* 1 & 2. Use List Comprehensions and Generator Expressions.
* It’s cool to see them side by side
*
* enumerate() is fun
*
* Embrace zip(). It’s weird, but very useful.
*
* Utilize slots to Reduce Memory Usage
Extras
Brian:
* Hear the story behind the quote “I came for the language, but I stayed for the community.” and learn about fountain pens, tea, and a Murderbot, on this week‘s Python People.
Michael:
* Search (LLM like) Talk Python: explore-talk-python-to-me.streamlit.app by Aguss
Joke:
* You’re full stack now
* Seriously, take the HTMX course :)
playlist_add
Jul 18, 2023
#344 AMA: Ask Us Anything
Topics covered in this episode:
Watch on YouTube
About the show
Sponsored by us! Support our work through:
* Our courses at Talk Python Training
* Test & Code Podcast
* Patreon Supporters
Connect with the hosts
* Michael: @mkennedy@fosstodon.org
* Brian: @brianokken@fosstodon.org
* Show: @pythonbytes@fosstodon.org
Join us on YouTube at pythonbytes.fm/live to be part of the audience. Usually Tuesdays at 11am PT. Older video versions available there too.
Main topic: AMA questions from the audience. Use the transcript search to find timestamps if you want to locate a particular one.
Extras
Michael:
* Deputy CPython Developer in Residence position accepting applications.
* My Make Your Python Web App Fly Around the World with CDNs talk at PWC 2023 is online.
“Joke”: Ode to Python recommended by FelixTheCat
playlist_add
Jul 11, 2023
#343 So Much Pydantic!
Topics covered in this episode:
* Pydantic v2 released
* Two Ways to Turbo-Charge tox
* Awesome Pydantic
* CLI tools hidden in the Python standard library
* Extras
* Joke Watch on YouTube
About the show
Sponsored by us! Support our work through:
* Our courses at Talk Python Training
* Test & Code Podcast
* Patreon Supporters
Connect with the hosts
* Michael: @mkennedy@fosstodon.org
* Brian: @brianokken@fosstodon.org
* Show: @pythonbytes@fosstodon.org
Join us on YouTube at pythonbytes.fm/live to be part of the audience. Usually Tuesdays at 11am PT. Older video versions available there too.
Michael #1: Pydantic v2 released
* Pydantic V2 is compatible with Python 3.7 and above.
* There is a migration guide.
* Check out the bump-pydantic tool to auto upgrade your classes
Brian #2: Two Ways to Turbo-Charge tox
* Hynek
* Not just tox run-parallel or tox -p or tox --``parallel , but you should know about that also.
* The 2 ways
* Build one whe…
playlist_add
Jun 26, 2023
#342 Don't Believe Those Old Blogging Myths
Topics covered in this episode:
* Plumbum: Shell Combinators and More
* Our plan for Python 3.13
* Some blogging myths
* Jupyter AI
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/342
playlist_add
Jun 20, 2023
#341 Shhh - For Secrets and Shells
Topics covered in this episode:
* Pydantic roadmap
* The Right Way to Run Shell Commands From Python
* US: Yep, We're Buying Your Data, Including Your Embarrassing Secrets
* Pro-Tip – pytest fixtures are magic!
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/341
playlist_add
Jun 13, 2023
#340 Snorkel not included
Topics covered in this episode:
* PythonGUIS
* JupyterLab 4.0 is Here
* Proposing a struct syntax for Python
* Python 3.13 Removes 20 Stdlib Modules
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/340
playlist_add
Jun 7, 2023
#339 Actual Technical People
Topics covered in this episode:
* pystack
* Securing PyPI accounts via Two-Factor Authentication
* Propan - a declarative Python MQ framework
* Makefile tricks for Python projects
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/339
playlist_add
May 30, 2023
#338 Scripting iOS with Python
Topics covered in this episode:
* The Basics of Python Packaging in Early 2023
* vecs
* Introducing Grasshopper - An Open Source Python Library for Load Testing
* memocast
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/338
playlist_add
May 23, 2023
#337 Backtracking For a Package
Topics covered in this episode:
* Ruff PyCharm plugin
* Writing Python like it's Rust
* Pip 23.1 Released - Massive improvement to backtracking
* Markdown Code Runner
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/337
playlist_add
May 16, 2023
#336 We found one of your batteries
Topics covered in this episode:
* Python's Missing Batteries: Essential Libraries You're Missing Out On
* awesome-polars
* Running Headless Selenium in Python (2023)
* Gracy
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/336
playlist_add
May 11, 2023
#335 Should you get your mojo on?
Topics covered in this episode:
* Introducing 'Trusted Publishers’
* Mojo: a new programming language for all AI developers.
* django-prose
* pylyzer is a static code analyzer / language server for Python, written in Rust.
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/335
playlist_add
May 5, 2023
#334 Packaging Organizations
Topics covered in this episode:
* rye - Python workflow tool
* PyPI Organizations
* 5 tips to learn any new Python library faster
* Python gets down to (the) Metal
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/334
playlist_add
Apr 22, 2023
#333 Live From PyCon
Topics covered in this episode:
* Introducing Microsoft Security Copilot
* PEP 695 – Type Parameter Syntax
* Auto-GPT
* Astral: Ruff is now a company
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/333
playlist_add
Apr 18, 2023
#332 A Python, a Slurpee, and Some Chaos
Topics covered in this episode:
* huak - A Python package manager written in Rust. Inspired by Cargo
* PSF expresses concerns about a proposed EU law that may make it impossible to continue providing Python and PyPI to the European public
* ChaosToolkit
* PEP 711 – PyBI: a standard format for distributing Python Binaries
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/332
playlist_add
Apr 12, 2023
#331 Python From the Future
Topics covered in this episode:
* makeapp
* Looking forward to Python 3.12
* Python 3.11.3 is out
* How to Make a Great Conference Talk
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/331
playlist_add
Apr 6, 2023
#330 Your data, validated 5x-50x faster, coming soon
Topics covered in this episode:
* Pydantic V2 Pre Release
* microdot The impossibly small web framework for Python and MicroPython
* GitHub Actions Tools: watchgha, build and inspect, and pytest annotate failures
* PEP 709 – Inlined comprehensions
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/330
playlist_add
Mar 30, 2023
#329 Creating very old Python code
Topics covered in this episode:
* Prefix-cache
* NiceGUI
* flask-ngrok
* No-async async with Python
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/329
playlist_add
Mar 21, 2023
#328 We are going to need some context here
Topics covered in this episode:
* zipapp
* Reverse engineering the Apple News app with #python and #nerd power
* What is a context manager?
* nox-poetry: Use Poetry inside Nox sessions
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/328
playlist_add
Mar 13, 2023
#327 Untangling XML with Pydantic
Topics covered in this episode:
* pydantic-xml extension
* How virtual environments work
* DbDeclare
* Testing multiple Python versions with nox and pyenv
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/327
playlist_add
Mar 8, 2023
#326 Let's Go for a PyGWalk
Topics covered in this episode:
* Data Classification: Does Python still have a need for class without @dataclass?
* PyGWalker
* An opinionated Python boilerplate
* Front Matter VS Code
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/326
playlist_add
Feb 28, 2023
#325 It's called a merge conflict
Topics covered in this episode:
* Python Parquet and Arrow: Using PyArrow With Pandas
* FastAPI-Filter
* 12 Python Decorators to Take Your Code to the Next Level
* PyHamcrest
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/325
playlist_add
Feb 21, 2023
#324 JSON in My DB?
Topics covered in this episode:
* Use TOML for .env files?
* Pydantic gets serious funding
* f-strings with pandas and Jupyter keyboard shortcuts
* BioGPT
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/324
playlist_add
Feb 14, 2023
#323 AI search wars have begun
Topics covered in this episode:
* camply
* hatch-fancy-pypi-readme
* EU hates open source?
* So, Single (‘) or Double (“) Quotes in Python?
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/323
playlist_add
Feb 7, 2023
#322 Python Packages, Let Me Count The Ways
Topics covered in this episode:
* Packaging Python Projects
* untangle xml
* Thoughts on the Python packaging ecosystem
* Top PyPI Packages
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/322
playlist_add
Jan 30, 2023
#321 A Memorial To Apps Past
Topics covered in this episode:
* git-sim
* Why I Like Nox
* I scanned every package on PyPi and found 57 live AWS keys
* Getting Started With Property-Based Testing in Python With Hypothesis and pytest
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/321
playlist_add
Jan 24, 2023
#320 The Bug Is In The JavaScript
Topics covered in this episode:
* markdown-it-py
* Sketch
* Fixing Circular Imports in Python with Protocol
* unrepl
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/320
playlist_add
Jan 18, 2023
#319 CSS-Style Queries for... JSON?
Topics covered in this episode:
* Secure maintainer workflow
* Tools for parsing HTML and JSON
* git-sizer
* Dataclasses without type annotations
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/319
playlist_add
Jan 10, 2023
#318 GIL, How We Will Miss You
Topics covered in this episode:
* PEP 703 - Making the GIL Optional in CPython
* FerretDB
* Four tips for structuring your research group’s Python packages
* Quibbler
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/318
playlist_add
Jan 3, 2023
#317 Most loved and most dreaded dev tools of 2022
Topics covered in this episode:
* StackOverflow 2022 Developer Survey
* PePy.tech - PyPI download stats with package version breakdown
* Codon Python Compiler
* 8 Levels of Using Type Hints in Python
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/317
playlist_add
Dec 30, 2022
#316 Python 3.11 is here and it's fast (crossover)
See the full show notes for this episode on the website at pythonbytes.fm/316
playlist_add
Dec 20, 2022
#315 Some Stickers!
Topics covered in this episode:
* Jupyter Server 2.0 is released!
* Converting to pyproject.toml
* aws-lambda-powertools-python
* How to create a self updating GitHub Readme
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/315
playlist_add
Dec 13, 2022
#314 What are you, a wise guy? Sort it out!
Topics covered in this episode:
* FAQtory
* Kagi search "live with it” report
* Tools for rewriting Python code
* Socketify
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/314
playlist_add
Dec 6, 2022
#313 Programming Robots With a Marker
Topics covered in this episode:
* How do you say that number?
* The Origins of Python
* setproctitle
* Looking forward to Python 3.12
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/313
playlist_add
Nov 29, 2022
#312 AI Goes on Trial For Writing Code
Topics covered in this episode:
* Coping strategies for the serial project hoarder
* GitHub copilot lawsuit
* Use Windows Dialog Boxes from Python with no extra libraries
* Extra Extra Extra
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/312
playlist_add
Nov 24, 2022
#311 Catching Memory Leaks with ... pytest?
Topics covered in this episode:
* Latexify
* prefixed
* dbt
* Memray pytest plugin
* Stealing Open Source code from Textual
* Shed
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/311
playlist_add
Nov 15, 2022
#310 Calling All Tools for Readmes
Topics covered in this episode:
* Tips for clean code in Python
* Mastodon is picking up speed
* Some FastAPI news, and some great READMEs.
* Closevember
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/310
playlist_add
Nov 9, 2022
#309 When Malware PoC's are Themselves Malware
Topics covered in this episode:
* Malicious proof-of-concepts are exposing GitHub users to malware and more
* The great Mastodon experiment
* Gitpod and the traveling dev
* Color in the terminal
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/309
playlist_add
Nov 1, 2022
#308 Conference season is heating up
Topics covered in this episode:
* It’s PyCon US 2023 CFP time
* Any.io
* How to propose a winning conference talk
* Sanic release adds background workers
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/308
playlist_add
Oct 26, 2022
#307 Your Python just got faster (3.11 is out!)
Topics covered in this episode:
* Python 3.11 is released
* Installing Python 3.11 on Mac or Windows
* Bossie 2022 Awards
* Textual 0.2.0
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/307
playlist_add
Oct 19, 2022
#306 Some Fun pytesting Tools
Topics covered in this episode:
* Awesome pytest speedup
* Strive to travel without a laptop
* Some fun tools from the previous testing article
* Refurb
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/306
playlist_add
Oct 13, 2022
#305 Decorators need love too
Topics covered in this episode:
* Pyscript 2022.09.1 is out
* Decorator shortcuts
* Panel (of Holoviz) on Pyscript
* auto-walrus
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/305
playlist_add
Oct 5, 2022
#304 Build your own text adventure language in Python
Topics covered in this episode:
* Ten tasty ingredients for a delicious pull request
* textX
* Reasoning about asyncio.Semaphore
* Turnstile
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/304
playlist_add
Sep 29, 2022
#303 This title is required or is it optional?
Topics covered in this episode:
* Human regular expressions revisited
* Implicit Optional Types Will Be Disabled by Default
* cython-lint
* difftastic - structural diff
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/303
playlist_add
Sep 20, 2022
#302 The Blue Shirt Episode
Topics covered in this episode:
* Can Amazon’s CodeWhisperer write better Python than you?
*
* Related and worth listening to: * Stable Diffusion breaks the internet w/ Simon Willison*
* Apache Superset
* Recipes from Python SQLite docs
* -ffast-math and indirect changes
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/302
playlist_add
Sep 15, 2022
#301 PyTorch Grows Up and Moves Out
Topics covered in this episode:
* PythonAnywhere: Our Commitment to Providing Free Accounts
* ruff: An extremely fast Python linter, written in Rust.
* Meta spins off PyTorch Foundation to make AI framework vendor neutral
* Two string resources
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/301
playlist_add
Sep 6, 2022
#300 A Jupyter merge driver for git
Topics covered in this episode:
* Test your packages and wheels
* The Jupyter+git problem is now solved
* Help us test system trust stores in Python
* Making plots in your terminal with plotext
* jinja2-fragments
* SLSA 3 Generic Builder for GitHub Actions GA
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/300
playlist_add
Sep 3, 2022
#299 Will McGugan drops by
Topics covered in this episode:
* Careful with that PyPI email
* IEEE Top Programming Languages 2022: Python’s still No. 1, but employers love to see SQL skills
* Django 4.1
* You Should Be Using Python's Walrus Operator - Here’s Why
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/299
playlist_add
Aug 24, 2022
#298 "Unstoppable" Python
Topics covered in this episode:
* Uncommon Uses of Python in Commonly Used Libraries
* Skyplane Cloud Transfers
* 7 things I've learned building a modern TUI framework
* ‘Unstoppable’ Python
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/298
playlist_add
Aug 16, 2022
#297 I AM the documentation
Topics covered in this episode:
* SQLCodeGen
* The death of setup.py*, long live pyproject.toml
* aiocache
* Hatch: a modern, extensible Python project manager
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/297
playlist_add
Aug 9, 2022
#296 pip: Constrain your excitement
Topics covered in this episode:
* Pip constraints files
* async-cache
* Organize Python code like a PRO
* keyring
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/296
playlist_add
Aug 4, 2022
#295 Flutter + Python GUI Apps?
Topics covered in this episode:
* Faster routing for Flask & Quart
* Quarto: an open-source scientific and technical publishing system built on Pandoc
* Flet UI
* Building an authenticated Python CLI
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/295
playlist_add
Jul 26, 2022
#294 Specializing Adaptive Interpreters in Full Color
Topics covered in this episode:
* Specialist: Python 3.11 perf highlighter
* tomli “A lil’ TOML parser”
* Pydantic V2 Plan
* pikepdf
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/294
playlist_add
Jul 20, 2022
#293 And if I pull this open source Jenga block...
Topics covered in this episode:
* PSF security key giveaway for critical package maintainers
* PyLeft-Pad
* FastAPI Filter
*
* AutoRegEx
* Anaconda Acquires PythonAnywhere
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/293
playlist_add
Jul 11, 2022
#292 Thursday, it's always a Thursday
Topics covered in this episode:
* rich-codex
* Pydastic
* 3 Things to Know Before Building with PyScript
* disnake
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/292
playlist_add
Jul 6, 2022
#291 Wait, you have how many licenses?!?
Topics covered in this episode:
* Python License tracker
* undataclass
* Qutebrowser
* asyncio and web applications
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/291
playlist_add
Jun 28, 2022
#290 Sentient AI? If so, then what?
Topics covered in this episode:
* picologging
* CheekyKeys
* richbench
* typeguard
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/290
playlist_add
Jun 21, 2022
#289 Textinator is coming for your text, wherever it is
Topics covered in this episode:
* beanita
* The Good Research Code Handbook
* Textinator
* Handling Concurrency Without Locks
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/289
playlist_add
Jun 14, 2022
#288 Performance benchmarks for Python 3.11 are amazing
Topics covered in this episode:
* Polars: Lightning-fast DataFrame library for Rust and Python
* PSF Survey is out
* Gin Config: a lightweight configuration framework for Python
* Performance benchmarks for Python 3.11 are amazing
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/288
playlist_add
Jun 7, 2022
#287 Surprising ways to use Jupyter Notebooks
Topics covered in this episode:
* auto-py-to-exe
* 8 surprising ways how to use Jupyter Notebook
* piptrends
* Is it a class or a function? It's a callable!
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/287
playlist_add
Jun 3, 2022
#286 Unreasonable f-strings
Topics covered in this episode:
* The Python GIL: Past, Present, and Future
* Announcing the PyOxy Python Runner
* The unreasonable effectiveness of f-strings and re.VERBOSE
* PyCharm PR Management
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/286
playlist_add
May 25, 2022
#285 Where we talk about UIs and Python
Topics covered in this episode:
* libgravatar
* JSON to Pydantic Converter
* PEP 690 – Lazy Imports
* Two small items
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/285
playlist_add
May 18, 2022
#284 Spicy git for Engineers
Topics covered in this episode:
* distinctipy
* Soda SQL
* Python in Nature
* Supercharging GitHub Actions with Job Summaries
* Language Summit is write up out
* AllSpice is Git for EEs
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/284
playlist_add
May 12, 2022
#283 The sports episode
Topics covered in this episode:
* Pathy: a Path interface for local and cloud bucket storage
* Robyn
* Termshot
* When Python can’t thread: a deep-dive into the GIL’s impact
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/283
playlist_add
May 3, 2022
#282 Don't Embarrass Me in Front of The Wizards
Topics covered in this episode:
* pyscript
* Memray from Bloomberg
* pytest-parallel
* Pooch: A friend for data files
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/282
playlist_add
Apr 28, 2022
#281 ohmyzsh + ohmyposh + mcfly + pls + nerdfonts = wow
Topics covered in this episode:
* Take Your Github Repository To The Next Level 🚀️
* Fastero
* Watchfiles
* Slipcover: Near Zero-Overhead Python Code Coverage
*
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/281
playlist_add
Apr 21, 2022
#280 Easy terminal scripts by sourcing your Py
Topics covered in this episode:
* BTW, don’t make a public repo private
* The counter-intuitive rise of Python in scientific computing
*
* Dashboards in Python
* sourcepy
* Xonsh
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/280
playlist_add
Apr 15, 2022
#279 Autocorrect and other Git Tricks
Topics covered in this episode:
* OpenBB wants to be an open source challenger to Bloomberg Terminal
* Python f-strings
* JSON Web Tokens @ jwt.io
* Autocorrect and other Git Tricks
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/279
playlist_add
Apr 8, 2022
#278 Multi-tenant Python applications
Topics covered in this episode:
* dunk - a prettier git diff
* Is your Python code vulnerable to log injection?
* Building multi tenant applications with Django
* Should you pre-allocate lists in Python?
* mockaroo and tonic
*
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/278
playlist_add
Apr 2, 2022
#277 It's a Python package showdown!
Topics covered in this episode:
* March Package Madness
* nbpreview
* strenum
* Code Review Guidelines for Data Science Teams
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/277
playlist_add
Mar 23, 2022
#276 Tracking cyber intruders with Jupyter and Python
Topics covered in this episode:
* gensim.parsing.preprocessing
* DevDocs
* The Right Way To Compare Floats in Python
* Pypyr
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/276
playlist_add
Mar 16, 2022
#275 Airspeed velocity of an unladen astropy
Topics covered in this episode:
* Async and await with subprocesses
* Typesplainer
* ASV
* perflint
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/275
playlist_add
Mar 9, 2022
#274 12 Questions You Should Be Asking of Your Dependencies
Topics covered in this episode:
* The Adam Test: 12 Questions for New Dependencies
* Validate emails with email-validator
* The Python on Microcontrollers Newsletter
* Git Organized: A Better Git Flow
* CPython issues moving to GitHub soon
* * MicroPython, CircuitPython and GitHub*
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/274
playlist_add
Mar 4, 2022
#273 Getting dirty with __eq__(self, other)
Topics covered in this episode:
* Physics Breakthrough as AI Successfully Controls Plasma in Nuclear Fusion Experiment
* PEP 680 -- tomllib: Support for Parsing TOML in the Standard Library
* What is a generator function?
* dirty-equals
* Commitizen
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/273
playlist_add
Feb 24, 2022
#272 The tools episode
Topics covered in this episode:
* Why your mock still doesn’t work
* pls
* Kitty
* Futures and easy parallelisation
* pgMustard
* bpytop
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/272
playlist_add
Feb 16, 2022
#271 CPython: Async Task Groups in Python 3.11
Topics covered in this episode:
* fastapi-events
* Ways I Use Testing as a Data Scientist
* py-overload
* Next-generation seaborn interface
* Compile CPython to Web Assembly
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/271
playlist_add
Feb 10, 2022
#270 Can errors really be beautiful?
Topics covered in this episode:
* A Better Pygame Mainloop
* awesome sqlalchemy
* ThreadPoolExecutor in Python: The Complete Guide
* Chaining comparison operators
* Create Beautiful Tracebacks with Python’s Exception Hooks
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/270
playlist_add
Feb 3, 2022
#269 Get Rich and replace your cat
Topics covered in this episode:
* rich-cli
* Documentation unit tests
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/269
playlist_add
Jan 27, 2022
#268 Wait, you can Google that?
Topics covered in this episode:
* (draft) PEP 679 -- Allow parentheses in assert statements
* Everything I googled as a dev
* PyCascades 2022!
* Strict Python function parameters
* mureq - vendored requests
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/268
playlist_add
Jan 21, 2022
#267 Python on the beach
Topics covered in this episode:
* Box: Python dictionaries with advanced dot notation access
* Reading tracebacks in Python
* Raspberry Pi: These two new devices just went live on the International Space Station
* Make Simple Mocks With SimpleNamespace
* * Extra, extra, exta*
* 3 Things You Might Not Know About Numbers in Python
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/267
playlist_add
Jan 13, 2022
#266 Python has a glossary?
Topics covered in this episode:
* Python glossary and FAQ
* Any.io
* Vaex : a high performance Python library for lazy Out-of-Core DataFrames
* Django Community Survey Results
* * Extra, Extra, Extra, Extra:*
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/266
playlist_add
Jan 5, 2022
#265 Get asizeof pympler and muppy
Topics covered in this episode:
* * Survey results*
* Modern attrs API
* Yamele - A schema and validator for YAML
* pympler
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/265
playlist_add
Dec 22, 2021
#264 We're just playing games with Jupyter at this point
Topics covered in this episode:
*
* Jupyter Games
* Canary Tokens
*
* A reverse chronology of some Python features
* Hyperactive GCs and ORMs/ODMs
*
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/264
playlist_add
Dec 15, 2021
#263 It’s time to stop using Python 3.6
Topics covered in this episode:
* Django 4.0 released
* python-minifier
* It’s time to stop using Python 3.6
* How to Visualize the Formula 1 Championship in Python
* nbdime: Jupyter Notebook Diff and Merge tools
* Using AI to analyse and recommend software stacks for Python apps
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/263
playlist_add
Dec 9, 2021
#262 So many bots up in your documentation
Topics covered in this episode:
* pytest 7.0.0rc1
* PandasTutor
* * Apache Airflow*
* textwrap.dedent
* pip-audit
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/262
playlist_add
Dec 3, 2021
#261 Please re-enable spacebar heating
Topics covered in this episode:
* rClone
* check-wheel-contents
* xarray
* JetBrains Remote Development
* The XY Problem
* kerchunk - Making data access fast and invisible
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/261
playlist_add
Nov 23, 2021
#260 It's brutally simple: made just from pickle and zip
Topics covered in this episode:
* Using cog to update --help in a Markdown README file
* An oral history of Bank Python
* C Pyxel
* How to Ditch Codecov for Python Projects
* tiptop (like glances)
* pyc64
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/260
playlist_add
Nov 17, 2021
#259 That argument is a little late-bound
Topics covered in this episode:
* pypi-changes
* Late-bound argument defaults for Python
* pandas.read_sql
* pyjion
* Tips for debugging with print()
* SHAP (and beeswarm plot)
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/259
playlist_add
Nov 11, 2021
#258 Python built us an anime dog!
Topics covered in this episode:
* stale: github bot to “Close Stale Issues and PRs”
* jut - JUpyter notebook Terminal viewer
* JupyterLyte
* Feature comparison of ack, ag, git-grep, GNU grep and ripgrep
* Python Client for Airtable: pyairtable
* Black can now format notebooks
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/258
playlist_add
Nov 4, 2021
#257 Python Launcher - Launching Python Everywhere
Topics covered in this episode:
* Django 4.0 beta 1 released
* * py - The Python launcher*
* Model bakery
* Coverage goals, goals.py
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/257
playlist_add
Oct 29, 2021
#256 And the best open source project prize goes to ...
Topics covered in this episode:
* * It’s episode 2^8 (nearly 5 years of podcasting)*
* Where does all the effort go?: Looking at Python core developer activity
* Why you shouldn't invoke setup.py directly
*
* By Paul Ganssle (from Talk Unlock the mysteries of time, Python's datetime that is!)
* OpenTelemetry is going stable soon
* Understanding all of Python, through its builtins
* FastAPI, Dask, and more Python goodies win best open source titles
* Notes From the Meeting On Python GIL Removal Between Python Core and Sam Gross
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/256
playlist_add
Oct 20, 2021
#255 Closember eve, the cure for Hacktoberfest?
Topics covered in this episode:
* Wrapping C++ with Cython
* tbump : bump software releases
* Closember by Matthias Bussonnier
* scikit learn goes 1.0
* Using devpi as an offline PyPI cache
* PyPi command line
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/255
playlist_add
Oct 13, 2021
#254 Do Excel things, get notebook Python code with Mito
Topics covered in this episode:
* yaml, GH Actions, and Python 3.10
* Beating C and Java, Python Becomes the #1 Most Popular Programming Language, Says TIOBE
* Newspaper3k: Article scraping & curation
* PEP 660, pip 21.3, flit 3.4 -> easy editable installs
* Mito - a JupterLab Extension - generates Python code while you work on your analysis
* troposphere
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/254
playlist_add
Oct 7, 2021
#253 A new Python for you, and for everyone!
Topics covered in this episode:
* awesome-htmx
* Python 3.10 is here !!!!
* Prospector (almost) All Python analysis tools together
* Rich Pandas DataFrames
* Union types, baby!
* Make your code darker - Improving Python code incrementally
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/253
playlist_add
Sep 29, 2021
#252 Jupyter is now a desktop app!
Topics covered in this episode:
* * Changing themes to DIY*
* SQLFluff
* JupyterLab Desktop
* Requests Cache
* pypi-rename
* Django 4 coming with Redis Adapter
* PEP 612
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/252
playlist_add
Sep 22, 2021
#251 A 95% complete episode (wait for it)
Topics covered in this episode:
* auto-optional
* Making World-Class Docs Takes Effort
* Starship
* JMESPath
* pedalboard - audio effects library
* PEP 665 (and the journey so far)
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/251
playlist_add
Sep 15, 2021
#250 skorch your scikit-learn together with PyTorch
Topics covered in this episode:
* Exciting New Ways To Be Told That Your Python Code is Bad
* GitHub Readme Stats
* Nox
* Two tools for dealing with text
* MPIRE (MultiProcessing Is Really Easy)
* skorch
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/250
playlist_add
Sep 9, 2021
#249 All of Linux as a Python API
Topics covered in this episode:
* Fickling
* Python Project-Local Virtualenv Management
* Testcontainers
* jc
* What is Python's Ellipsis Object?
* PyTorch Forecasting
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/249
playlist_add
Sep 2, 2021
#248 while True: stand up, sit down
Topics covered in this episode:
* Why I use attrs instead of pydantic
* mclfy
* * Textual and* boilerplate removal
* xdoctest
* Automate the standing desk with python
* Hypermodern Python Cookiecutter
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/248
playlist_add
Aug 26, 2021
#247 Do you dare to press "."?
Topics covered in this episode:
* Keep your computer awake during long processing
* How to write a great Stack Overflow question
* Github.dev - press ‘.’ to edit code in any GitHub repo
* Log analyzer (minus google analytics)
* KMK: Clackety Keyboards Powered by Python
* SQLModel - use the same models for SQL and FastAPI
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/247
playlist_add
Aug 11, 2021
#246 Love your crashes, use Rich to beautify tracebacks
Topics covered in this episode:
* mktestdocs
* Redis powered queues (QR3)
* 25 Pandas Functions You Didn’t Know Existed
* FastAPI and Rich Tracebacks in Development
* Dev in Residence
* Dagster
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/246
playlist_add
Aug 4, 2021
#245 Fire up your Python time machine (and test some code)
Topics covered in this episode:
* State of the community (via Jet Brains)
* Cornell - record & replay mock server
* pyinstrument
* Python 3.10 is now in Release Candidate phase. RC1 just released.
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/245
playlist_add
Jul 30, 2021
#244 vendorizing your Python podcast
Topics covered in this episode:
* pip Environmental Variables
* * Extra, Extra, 6x Extra, hear all about it*
* Building and testing Python with GitHub Actions
* python-vendorize
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/244
playlist_add
Jul 21, 2021
#243 Django unicorns and multi-region PostgreSQL
Topics covered in this episode:
* MongoDB 5
* Python 3.11: Enhanced error locations in tracebacks
* fly.io multi-region PostgreSQL and last mile Redis
* django-unicorn
* Blue: The somewhat less uncompromising code formatter than black
* Organize and Index Your Screenshots (OCR) on macOS
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/243
playlist_add
Jul 15, 2021
#242 from lib import * but less
Topics covered in this episode:
* just
* Strong Typing
*
* testbook
* auto-all
*
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/242
playlist_add
Jul 7, 2021
#241 f-yes we want some f-string tricks!
Topics covered in this episode:
* Autosync all branches of a fork
* Measuring memory usage in Python: it’s tricky!
* Python f-strings can do more than you thought. f'{val=}', f'{val!r}', f'{dt:%Y-%m-%d}'
* 10 Tips and Tools You Can Adopt in 15 minutes or Less To Level Up Your Dev Productivity
* How to Start a Production-Ready Django Project
* Bunch
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/241
playlist_add
Jul 2, 2021
#240 This is GitHub, your pilot speaking...
Topics covered in this episode:
* Subclassing in Python Redux
* * Extra, Extra, Extra7, Hear all about it!**
* klib
* Don’t forget about functools
* GitHub Copilot
* Kats
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/240
playlist_add
Jun 23, 2021
#239 No module named pythonbytes
Topics covered in this episode:
* ormar: an async mini ORM for Python, with support for Postgres, MySQL, and SQLite.
* No module named
* JupyterLite
* Lot of plots
* Monty, Mongo tinified. MongoDB implemented in Python
* Exhaustiveness Checking with Mypy
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/239
playlist_add
Jun 15, 2021
#238 A cloud-based file system for Python and a new GUI!
Topics covered in this episode:
* Practical SQL for Data Analysis
* Git Blame in your Python Tracebacks
* fsspec: a unified file system library
* The need for slimmer containers
* PandasGUI: A GUI for analyzing Pandas DataFrames
* xarray: pandas-like API for labeled N-dimensional data
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/238
playlist_add
Jun 9, 2021
#237 Separate your SQL and Python, asynchronously with aiosql
Topics covered in this episode:
* Textual
* Pinning application dependencies with pip-tools compile
* Pynguin
* Python Advisory DB
* Function Overloading with singledispatch and multipledispatch
* Aiosql
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/237
playlist_add
Jun 2, 2021
#236 Fuzzy wuzzy wazzy fuzzy was faster
Topics covered in this episode:
* Using accessible colors, monolens & CMasher
* rapidfuzz: Rapid fuzzy string matching in Python and C++
* Structlog to improve your logs
* xfail now works with pytest-subtests
* BaseSettings in Pydantic
* Take care of the documentation on your team will thank you later
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/236
playlist_add
May 26, 2021
#235 Flask 2.0 Articles and Reactions
Topics covered in this episode:
* Flask 2.0 articles and reactions
* Python 3.11 will be 2x faster?
*
* 3 Tools to Track and Visualize the Execution of your Python Code
* DuckDB + Pandas
*
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/235
playlist_add
May 19, 2021
#234 The Astronomy-filled edition with Dr. Becky
Topics covered in this episode:
* Powering the Python Package Index in 2021
* The Leuven Star Atlas
* TI-84 Plus CE Python graphing calculator
* Python Package CI/CD with GitHub Actions
* SpaceX is using Python for prototyping their Starlink satellite software
* : A beginner’s guide to working with astronomical data
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/234
playlist_add
May 12, 2021
#233 RaaS: Readme as a Service
Topics covered in this episode:
* readme.so
* Wafer-scale Python
* datefinder and dateutil
* Cinder - Instagram's performance oriented fork of CPython
* PyCon US 2021
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/233
playlist_add
May 5, 2021
#232 PyPI in a box and a revolutionary keyboard
Topics covered in this episode:
* Sphinx Themes Gallery update
* Mongita - Like SQLite but for MongoDB
* World Plone Day 2021 - Over 50 Videos from 16 Countries
* The social contract of open source: view every commit as a gift
* PyPI in a box
* Film simulations from scratch using Python
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/232
playlist_add
Apr 28, 2021
#231 Go Python, Go!
Topics covered in this episode:
* For-Else: A Weird but Useful Feature in Python
* Tortoise ORM
* Faster Python with Go Shared objects
* Learn by reading code: Python standard library design decisions explained (for advanced beginners)
* Gradio: Create UIs for prototyping your machine learning model in 3 minutes
* Use basketball stats to optimize game play with Visual Studio Code
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/231
playlist_add
Apr 21, 2021
#230 PyMars? Yes! FLoC? No!
Topics covered in this episode:
* calmcode.io
* Natural sort (aka natsort)
* Python controlling a helicopter on Mars.
* Pydantic, FastAPI, Typer will all run on 3.10, 3.11, and into the future
* * Extra, Extra, Extra, Extra hear all about it*
* Build Python books with Jupyter-Book
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/230
playlist_add
Apr 15, 2021
#229 Has one of your dependencies died?
Topics covered in this episode:
* Coverage.py (5.6b1) and third-party code
* So you want your own PaaS? Piku!
* Web3.py
* Deadpendency
* All The Important Features and Changes in Python 3.10
* freeCodeCamp’s Python Curriculum
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/229
playlist_add
Apr 7, 2021
#228 Supreme Court decides API copyright battle
Topics covered in this episode:
* How to make an awesome Python package in 2021
* Kubestriker
* wasmtime
* Depend-a-lot-bot
* Supreme Court sides with Google in API copyright battle with Oracle
* RedisAI
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/228
playlist_add
Mar 31, 2021
#227 No more awaiting, async comes to SQLAlchemy
Topics covered in this episode:
* Number One, that's "retract plank," not "remove plank."
* SQLAlchemy 1.4.0 Released
* django-tenants
* pre-commit ci
* Snyk (Python) Package Advisor
* PyWebIO
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/227
playlist_add
Mar 25, 2021
#226 Teaching Python podcast on the podcast!
Topics covered in this episode:
* DataClass vs NamedTuple vs Object: A Battle of Performance in Python
* Can My Water Cooled Raspberry Pi Cluster Beat My MacBook?
* There is an app for that!
* New packaging security funding & NYU
* * Extra x8, hear all about it*
* Using Development Containers with VS Code for Students
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/226
playlist_add
Mar 17, 2021
#225 SELECT Pydantic FROM MongoDB
Topics covered in this episode:
* Raspberry Pi Pico
* New MongoDB ODM: Beanie
* Sourcery
* Neomodel
* Conference radar
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/225
playlist_add
Mar 10, 2021
#224 Join us on a Python adventure back to 1977
Topics covered in this episode:
* AWSimple
* coverage and installed packages
* Finding Mona Lisa in the Game of Life with JAX
* Python Package Index nukes 3,653 malicious libraries uploaded soon after security shortcoming highlighted
* python-adventure
* Exciting New Features in Django 3.2
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/224
playlist_add
Mar 3, 2021
#223 Beware: A ninja is shadowing Sebastian from FastAPI
Topics covered in this episode:
* Python Developers Survey 2020 Results
* Django Ninja - Fast Django REST Framework
* Pydantic 1.8
* Google, Microsoft back Python and Rust programming languages
* Semantic Versioning Will Not Save You
* OpenAPI 3.1.0
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/223
playlist_add
Feb 24, 2021
#222 Autocomplete with type annotations for AWS and boto3
Topics covered in this episode:
* boto type annotations
* How to have your code reviewer appreciate you
* REPODASH - Quality Metrics for Github repositories
* * Extra, extra, extra, extra, hear all about it*
* testcontainers-python
* The Python Ecosystem is relentlessly improving price-performance every day
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/222
playlist_add
Feb 19, 2021
#221 Pattern matching and accepting change in Python with Brett Cannon
Topics covered in this episode:
* Keeping up with Rich
* 12 requests per second
* Python Launcher for Unix reaches RC (probably 😉)
* Build a text editor with Python and curses
* Pattern matching and accepting change in Python
* A Quick Intro to Structural Pattern Matching in Python
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/221
playlist_add
Feb 11, 2021
#220 What, why, and where of friendly errors in Python
Topics covered in this episode:
* We Downloaded 10,000,000 Jupyter Notebooks From Github – This Is What We Learned
* pytest-pythonpath
* Thinking in Pandas
* Quickle
* what(), why(), where(), explain(), more() from friendly-traceback console
* Bandit
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/220
playlist_add
Feb 3, 2021
#219 HTMX: Dynamic and live HTML without JavaScript
Topics covered in this episode:
* Do you really need a virtualenv?
* Copier - like cookiecutter
* * Pandarallel - run pandas apply in parallel!*
* Stop Using Print to Debug in Python. Use icecream Instead
* HTMX: Dynamic and live HTML without JavaScript
* * PyLDAvis - Interactive Topic Model Visualisation*
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/219
playlist_add
Jan 27, 2021
#218 Keyboards for developers, Python, and some history
Topics covered in this episode:
* Constant Folding in Python
* Update All Packages With pip-review
* Quantum Mechanical Keyboard Firmware
* Reinventing the Python Logo
* Private PyPI with Serverless Computing
* Beyond the Basic Stuff w/Python
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/218
playlist_add
Jan 19, 2021
#217 Use your cloud SSD for fast, cross-process caching
Topics covered in this episode:
* diskcache
* TOML is 1.0.0 now.
* * pyqtgraph*
* Parler + Python = Insurrection in public
* Best-of Web Development with Python
* * Assorted*
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/217
playlist_add
Jan 13, 2021
#216 Container: Sort thyself!
Topics covered in this episode:
* pip search. Just don’t.
* QPython - Scripting for Android with Python
* Thesis: Deep Learning assistant for designers/engineers
* sortedcontainers
* Łukasz Langa Typed Twitter Thread
*
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/216
playlist_add
Jan 6, 2021
#215 A Visual Introduction to NumPy
Topics covered in this episode:
* 5 ways I use code as an astrophysicist
* A Visual Intro to NumPy and Data Representation
* Qt 6 release (including PySide2)
* Is your GC hyper active? Tame it!
* Top 10 Python libraries of 2020
* Adoption of pyproject.toml — why is this so darned controversial?
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/215
playlist_add
Dec 28, 2020
#214 Python year in review (2020 edition)
See the full show notes for this episode on the website at pythonbytes.fm/214
playlist_add
Dec 23, 2020
#213 Uh oh, Vulcans have infiltrated Flask
Topics covered in this episode:
* Django Ledger Project
* Flask-Meld: simple JavaScript interactive features without all of the JavaScript.
* Bitwise operators in Python (RealPython)
* Why should you use an ORM (Object Relational Mapper)?
* sqlite-utils: a Python library and CLI tool for building SQLite databases
* Online conferences are not working for me. But this was a good talk,
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/213
playlist_add
Dec 16, 2020
#212 SQLite as a file format (like docx)
Topics covered in this episode:
* pytest 6.2 is out
* SQLite as a file format (like docx)
* A Day in Code: Python – A picture book written in code
* PythonLabs is now hosted by Azure. and “Yes, Barry, there is a PythonLabs”
* * Extra, extra, extra, extra, extra, extra, hear all about it*
* OpenMV
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/212
playlist_add
Dec 7, 2020
#211 Will a black hole devour this episode?
Topics covered in this episode:
* Introducing FARM Stack - FastAPI, React, and MongoDB
* py-applescript
* airspeed velocity
* visidata
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/211
playlist_add
Dec 3, 2020
#210 Analyzing Kickstarter Campaigns with Python
Topics covered in this episode:
* Analyzing Kickstarter Campaigns with Python Data Science Tools
* GPU Accelerated Python for Machine Learning on Cross-Vendor Graphics Cards
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/210
playlist_add
Nov 27, 2020
#209 JITing Python with .NET, no irons in sight
Topics covered in this episode:
* Running Python on .NET 5
* PEP 621 -- Storing project metadata in pyproject.toml
* GitHub revamps copyright takedown policy after restoring YouTube-dl
* Install & Configure MongoDB on the Raspberry Pi
* * Extra! extra! extra!, hear all about it!*
* A Python driven AI Stylist Inspired by Social Media
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/209
playlist_add
Nov 19, 2020
#208 Dependencies out of control? Just pip chill.
Topics covered in this episode:
* pip-chill - Make requirements with only the packages you need
* Windows update broke NumPy
* Build Plugins with Pluggy
* LINQ in Python
* Klio: a framework for processing audio files or any binary files, at large scale
* Collapsing code cells in Jupyter Notebooks
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/208
playlist_add
Nov 13, 2020
#207 FastAPI as a web platform (not just APIs)
Topics covered in this episode:
* fastapi-chameleon (and fastapi-jinja)
* Django REST API in a single file, without using DRF
* 2020 StackOverflow survey results
* A Visual Guide to Regular Expression
* Taking credit
* Raspberry Pi 400
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/207
playlist_add
Nov 8, 2020
#206 Python dropping old operating systems is normal!
Topics covered in this episode:
* Making Enums (as always, arguably) more Pythonic
* Python 3.10 will be up to 10% faster
* Python 3.9 and no more Windows 7
* Writing Robust Bash Shell Scripts
* Ideas for 5x faster CPython
* CPython core developer sprints
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/206
playlist_add
Oct 31, 2020
#205 This is going to be a little bit awkward
Topics covered in this episode:
* Awkward arrays
* Ordered dict surprises
* jupyter lab autocomplete and more
* Open Source Tools & Data for Music Source Separation
* Pass by Reference in Python: Background and Best Practices
* Visualizing Git Concepts
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/205
playlist_add
Oct 23, 2020
#204 Take the PSF survey and Will & Carlton drop by
Topics covered in this episode:
* nbQA: Quality Assurance for Jupyter Notebooks
* The PSF yearly survey is out, go take it now!
* From Prototype to Production in Django
* Deployment: Getting your app online
* All Contributors
* MovingPandas
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/204
playlist_add
Oct 16, 2020
#203 Scripting a masterpiece for Python web automation
Topics covered in this episode:
* Introducing DigitalOcean App Platform
* Announcing Playwright for Python
* Asynchronously Opening and Closing Files in asyncio
* Excel: Why using Microsoft's tool caused Covid-19 results to be lost
* locust.io
* Fixing Hacktoberfest
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/203
playlist_add
Oct 9, 2020
#202 Jupyter is back in black!
Topics covered in this episode:
* New in Python 3.9
* jupyter-black
* Understanding and preventing DoS in web applications
* bbox-visualizer
* How to NEVER use lambdas.
* Uncommon Contributions: Making impact without touching the core of a library
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/202
playlist_add
Oct 2, 2020
#201 Understand git by rebuilding it in Python
Topics covered in this episode:
* Under the hood of calling C/C++ from Python
* * ugit: DIY Git in Python*
* Things I Learned to Become a Senior Software Engineer
* Profiling Django Views
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/201
playlist_add
Sep 25, 2020
#200 No dog-piling please (it's episode 200!)
Topics covered in this episode:
* How to be helpful online
* * blackcellmagic*
* Test smarter, not harder
* US: The Greatest Package in the World
* Think Like A Coder
* Costs of running a Python web app for 55k monthly users
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/200
playlist_add
Sep 17, 2020
#199 Big news for a very small Python runtime
Topics covered in this episode:
* micropython updated
* respx: A utility for mocking out the Python HTTPX library
* GetPy - A Vectorized Python Dict/Set
* isort and black now play nice together easily
* Scientists rename human genes to stop Microsoft Excel from misreading them as dates
* Never Run ‘python’ In Your Downloads Folder
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/199
playlist_add
Sep 11, 2020
#198 There's a beaver in your database and Anna-Lena drops by
Topics covered in this episode:
* Easily create Python scripts using argparse
* DBeaver Database UI Tool
* Anna- pdp++ debugger
* Markdown toys
* Python Malware and obfuscation
* Anna- attrs package
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/198
playlist_add
Sep 5, 2020
#197 Structured concurrency in Python
Topics covered in this episode:
* Structured concurrency in Python with AnyIO
* The Consortium for Python Data API Standards
* Ask for Forgiveness or Look Before You Leap?
* myrepos
* A deep dive into the official Docker image for Python
* “Only in a Pandemic” section
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/197
playlist_add
Aug 27, 2020
#196 Version your SQL schemas with git + automatically migrate them
Topics covered in this episode:
* Surviving Django (if you care about databases)
* * Python Numbers and the Flyweight design pattern*
* What Are Python Wheels and Why Should You Care?
* * Pandas_Alive*
* How To Use the Python Map Function
* Version your SQL schemas with git + automatically migrate them
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/196
playlist_add
Aug 18, 2020
#195 Runtime type checking for Python type hints
Topics covered in this episode:
* watchdog
* Status code 418
* pydantic’s new Validation decorator
* Building Python Extension Modules in Assembly
* easy property
* Non Blocking Assertion Failures with pytest-check
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/195
playlist_add
Aug 10, 2020
#194 Events and callbacks in the Python language!
Topics covered in this episode:
* An introduction to mutation testing in Python
* asynq
* redis: Beyond the Cache
* LittleTable
* pytest-timeout
* Events
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/194
playlist_add
Aug 6, 2020
#193 Break out the Django testing toolbox
Topics covered in this episode:
* * Start using pip install --use-feature=2020-resolver if you aren’t already*
* Profiling Python import statements
* Django Testing Toolbox
* Pandas-profiling
* Interfaces, Mixins and Building Powerful Custom Data Structures in Python
* Pickle’s 9 flaws
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/193
playlist_add
Aug 2, 2020
#192 Calculations by hand, but in the compter, with Handcalcs
Topics covered in this episode:
* Building a self-updating profile README for GitHub
* Handcalcs
* The (non-)return of the Python print statement
* FastAPI for Flask Users
* Tweet deleting with tweepy
* Clinging to memory: how Python function calls can increase your memory usage
*
* * No local variable at all*
*
* * Re-use the local variable*
*
* * Transfer object ownership*
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/192
playlist_add
Jul 22, 2020
#191 Live from the Manning Python Conference
Topics covered in this episode:
* VS Code Device Simulator
* pytest 6.0.0rc1
* What is the core of the Python programming language?
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/191
playlist_add
Jul 16, 2020
#190 You will now be notified if the Python zipper is broken
Topics covered in this episode:
* Python async frameworks - Beyond developer tribalism
* commitizen
* International PyCons go online (kind of)
* PEP 618 -- Add Optional Length-Checking To zip
* * timedelta and division?*
* Pylance released for Microsoft VS Code
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/190
playlist_add
Jul 9, 2020
#189 What does str.strip() do? Are you sure?
Topics covered in this episode:
* Improving Python exception chaining with raise-from
* Create and publish interactive reports in Python
* Pickle’s nine flaws
* PEP 602 -- Annual Release Cycle for Python
* More git Resources:
* PEP 616 -- String methods to remove prefixes and suffixes
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/189
playlist_add
Jul 3, 2020
#188 Will there be a "switch" in Python the language?
Topics covered in this episode:
* Making a trading bot asynchronous using Python’s “unsync” library
* Fruit salad scrum estimation scale
* Math to Code
* PEP 622 -- Structural Pattern Matching
* CodeArtifact from AWS
* invoke
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/188
playlist_add
Jun 26, 2020
#187 Ready to find out if you're git famous?
Topics covered in this episode:
* LEGO Mindstorms Robot Inventor supports Python
* Step-by-step guide to contributing on GitHub
* sneklang
* Oh sh*t git
* Why I don't like SemVer anymore
* git fame
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/187
playlist_add
Jun 18, 2020
#186 The treebeard will guard your notebook
Topics covered in this episode:
* sidetable - Create Simple Summary Tables in Pandas
* tabulate
* treebeard - ci for notebooks
* Upcoming features in venv/virtualenv
* PEP 582 now!
* awesome pyproject.toml projects
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/186
playlist_add
Jun 12, 2020
#185 This code is snooping on you (a good thing!)
Topics covered in this episode:
* MyST - Markedly Structured Text
* direnv
* Convert a Python Enum to JSON
* Pendulum: Python datetimes made easy
* PySnooper - Never use print for debugging again
* Fil: A New Python Memory Profiler for Data Scientists and Scientists
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/185
playlist_add
Jun 5, 2020
#184 Too many ways to wait with await?
Topics covered in this episode:
* Waiting in asyncio
* virtualenv is faster than venv
* Latency in Asynchronous Python
* How to Deprecate a PyPI Package
* Another progress bar library: Enlighten
* Code Ocean
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/184
playlist_add
May 29, 2020
#183 Need a beautiful database editor? Look to the Bees!
Topics covered in this episode:
* fastpages: An easy to use blogging platform, with enhanced support for Jupyter Notebooks.
* BeeKeeper Studio Open Source SQL Editor and Database Manager
* 2nd Annual Python Web Conference
* Mimesis - Fake Data Generator
* Schemathesis
* Finding secrets by decompiling Python bytecode in public repositories
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/183
playlist_add
May 19, 2020
#182 PSF Survey is out!
Topics covered in this episode:
* PSF / JetBrains Survey
* Hypermodern Python
* Open AI Jukebox
* The Curious Case of Python's Context Manager
* nbstripout
* Write ups for The 2020 Python Language Summit
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/182
playlist_add
May 14, 2020
#181 It's time to interrogate your Python code
Topics covered in this episode:
* interrogate: checks your code base for missing docstrings
* Streamlit: Turn Python Scripts into Beautiful ML Tools
* Why You Should Document Your Tests
* HoloViz project
* A cool new progress bar for python
* Awesome Panel
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/181
playlist_add
May 8, 2020
#180 Transactional file IO with Python and safer
Topics covered in this episode:
* Ubuntu 20.04 is out!
* Working with warnings in Python
* Safer file writer
* codespell
* Austin profiler
* Numbers in Python
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/180
playlist_add
Apr 30, 2020
#179 Guido van Rossum drops in on Python Bytes
Topics covered in this episode:
* New governance model for the Django project
* missingno
* Announcements from the language summit.
* Codes of Conduct and Enforcement
* Myths about Indentation
* Parsers and LibCST
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/179
playlist_add
Apr 22, 2020
#178 Build a PyPI package from a Jupyter notebook
Topics covered in this episode:
* Pandas-Bokeh
* Stop naming your python modules “utils”
* From 1 to 10,000 test cases in under an hour: A beginner's guide to property-based testing
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/178
playlist_add
Apr 16, 2020
#177 Coding is 90% Google searching or is it?
Topics covered in this episode:
* Announcing a new Sponsorship Program for Python Packaging
* energy-usage
* Coding is 90% Google Searching — A Brief Note for Beginners
* Using WSL to Build a Python Development Environment on Windows
* A Pythonic Guide to SOLID Design Principles
* Types for Python HTTP APIs: An Instagram Story
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/177
playlist_add
Apr 7, 2020
#176 How python implements super long integers
Topics covered in this episode:
* * Quick chat about COVID 19*
* What the heck is pyproject.toml?
* Awesome Python Bytes Awesome List
* Publishing package distribution releases using GitHub Actions CI/CD workflows
* Rich text for terminals
* psutil: Cross-platform lib for process and system monitoring in Python
* How python implements super long integers
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/176
playlist_add
Apr 1, 2020
#175 Python string theory with superstring.py
Topics covered in this episode:
* * Quick chat about COVID 19.*
* Dictionary Merging and Updating in Python 3.9
* superstring
* New pip resolver to roll out this year
* Why does all() return True if the iterable is empty?
* pytest-monitor
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/175
playlist_add
Mar 26, 2020
#174 Happy developers use Python 3
Topics covered in this episode:
* * Quick chat about COVID 19.*
* Documentation as a way to build Community
* The Django Speed Handbook: making a Django app faster
* dacite: simplifies creation of data classes from dictionaries
* How we retired Python 2 and improved developer happiness
* The Troublesome Active Record Pattern
* Types at the edges in Python
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/174
playlist_add
Mar 19, 2020
#173 Your test deserves a fluent flavor
Topics covered in this episode:
* Advanced usage of Python requests - timeouts, retries, hooks
* Fluent Assertions
* Python in GitHub Actions
* VCR.py
* 8 Coolest Python Programming Language Features
* Bento
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/173
playlist_add
Mar 13, 2020
#172 Floating high above the web with Helium
Topics covered in this episode:
* Python in Production Hynek
* * How to cheat at unit tests with pytest and Black*
* Goodbye Microservices: From 100s of problem children to 1 superstar
* Helium makes Selenium-Python 50% easier
* uncertainties package
* Personalize your python prompt
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/172
playlist_add
Mar 5, 2020
#171 Chilled out Python decorators with PEP 614
Topics covered in this episode:
* PEP 614 – Relaxing Grammar Restrictions on Decorators
* Create a macOS Menu Bar App with Python (Pomodoro Timer)
* Conditional Coverage
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/171
playlist_add
Feb 25, 2020
#170 Visualize this: Visualizing Python's visualization ecosystem
Topics covered in this episode:
* Python visualization graph
* Awesome Zen of Python
* Jupytext
* Tour of Python Itertools
* justpy.io
* Modularity for Maintenance
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/170
playlist_add
Feb 19, 2020
#169 Jupyter Notebooks natively on your iPad
Topics covered in this episode:
* D-Tale
* Carnets
* BeeWare Podium
* pytest-mock-resources
* How James Bennet is testing in 2020
* Python and PyQt: Building a GUI Desktop Calculator
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/169
playlist_add
Feb 11, 2020
#168 Race your donkey car with Python
Topics covered in this episode:
* donkeycar
* RIP Pipenv: Tried Too Hard. Do what you need with pip-tools.
* str.casefold()
* Virtualenv
* Property-based tests for the Python standard library (and builtins)
* PyCon US Tutorial Schedule & Registration
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/168
playlist_add
Feb 3, 2020
#167 Cheating at Kaggle and uWSGI in prod
Topics covered in this episode:
* clize: Turn functions into command-line interfaces
* How to cheat at Kaggle AI contests
* * Configuring uWSGI for Production Deployment*
* * Thinc: A functional take on deep learning, compatible with Tensorflow, PyTorch, and MXNet*
* * pandas-vet*
* * NumPy beginner documentation*
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/167
playlist_add
Jan 27, 2020
#166 Misunderstanding software clocks and time
Topics covered in this episode:
* Amazon is now offering quantum computing as a service
* A quick-and-dirty guide on how to install packages for Python
* Say No to the no code movement
* What I learned going from prison to Python
* A real QUICK → Qt5 based gUI generator for ClicK
* Falsehoods programmers believe about time
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/166
playlist_add
Jan 21, 2020
#165 Ranges as dictionary keys - oh my!
Topics covered in this episode:
* iterators, generators, coroutines
* requests-toolbelt
* Pandas Validation
* qtpy
* pylightxl
* python-ranges
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/165
playlist_add
Jan 16, 2020
#164 Use type hints to build your next CLI app
Topics covered in this episode:
* * Data driven journalism via* cjworkbench
* remi: A Platform-independent Python GUI library for your applications.
* Typer
* Effectively using Matplotlib
* Django Simple Task
* PyPI Stats at pypistats.org
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/164
playlist_add
Jan 9, 2020
#163 Meditations on the Zen of Python
Topics covered in this episode:
* Meditations on the Zen of Python
* * nginx raided by Russian police*
* I'm not feeling the async pressure
* codetiming from Real Python
* Making Python Programs Blazingly Fast
* LocalStack
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/163
playlist_add
Jan 3, 2020
#162 Retrofitting async and await into Django
See the full show notes for this episode on the website at pythonbytes.fm/162
playlist_add
Dec 18, 2019
#161 Sloppy Python can mean fast answers!
Topics covered in this episode:
* Larry Hastings - Solve Your Problem With Sloppy Python - PyCon 2018
* Introduction to ASGI: Emergence of an Async Python Web Ecosystem
* Python Insights
* Assembly
* Building a Standalone GPS Logger with CircuitPython using @Adafruit and particle hardware
* 10 reasons python is good to learn
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/161
playlist_add
Dec 12, 2019
#160 Your JSON shall be streamed
Topics covered in this episode:
* Type Hints for Busy Python Programmers
* auto-py-to-exe
* How to document Python code with Sphinx
* Snek is a cross-platform PowerShell module for integrating with Python
* How to use Pandas to access databases
* ijson — Iterative JSON parser with a standard Python iterator interface
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/160
playlist_add
Dec 3, 2019
#159 Brian's PR is merged, the src will flow
Topics covered in this episode:
* Final type
* flit 2
* Pint
* 8 great pytest plugins
* * 11 new web frameworks*
* Raise Better Exceptions in Python
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/159
playlist_add
Nov 27, 2019
#158 There's a bounty on your open-source bugs!
Topics covered in this episode:
* GitHub launches 'Security Lab' to help secure open source ecosystem
* pybit.es now has some test challenges
* pyhttptest - a command-line tool for HTTP tests over RESTful APIs
* xarray
* Animated SVG Terminals
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/158
playlist_add
Nov 20, 2019
#157 Oh hai Pandas, hold my hand?
Topics covered in this episode:
* pydantic
* Coverage.py 5.0 beta 1 adds context support
* * PSF is seeking developers for paid contract improving pip*
* dovpanda - Directions OVer PANDAs
* removestar
* pytest-quarantine : Save the list of failing tests, so that they can be automatically marked as expected failures on future test runs.
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/157
playlist_add
Nov 15, 2019
#156 All the programming LOLs
Topics covered in this episode:
* * Why You Should Use* python -m pip
* Visual Studio Online: Web-Based IDE & Collaborative Code Editor
* Black 19.10b0 Released — stable release coming soon
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/156
playlist_add
Nov 6, 2019
#155 Guido van Rossum retires
Topics covered in this episode:
* Guido retires
* SeleniumBase
* Reimplementing a Solaris command in Python gained 17x performance improvement from C
* 20 useful Python tips and tricks you should know
* * Complexity Waterfall*
* Plynth
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/155
playlist_add
Oct 29, 2019
#154 Code, frozen in carbon, on display for all
Topics covered in this episode:
* Lesser Known Coding Fonts
* Django Admin Handbook
* Your Guide to the CPython Source Code
* Six Django template tags not often used in tutorials
* Beautiful code snippets with Carbon
* Researchers find bug in Python script may have affected hundreds of studies
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/154
playlist_add
Oct 23, 2019
#153 Auto format my Python please!
Topics covered in this episode:
* Building a Python C Extension Module
* What’s New in Python 3.8 - docs.python.org
* UK National Cyber Security Centre (NCSC) is warning developers of the risks of sticking with Python 2.7, particularly for library writers
* Pythonic News
* Deep Learning Workstations, Servers, Laptops, and GPU Cloud
* * Auto formatters for Python*
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/153
playlist_add
Oct 15, 2019
#152 You have 35 million lines of Python 2, now what?
Topics covered in this episode:
* JPMorgan’s Athena Has 35 Million Lines of Python 2 Code, and Won’t Be Updated to Python 3 in Time
* organize
* PEP 589 – TypedDict: Type Hints for Dictionaries With a Fixed Set of Keys
* gazpacho
* How pip install Works
* daily pandas tricks
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/152
playlist_add
Oct 10, 2019
#151 Certified! It works on my machine
Topics covered in this episode:
* Python alternative to Docker
* How to support open-source software and stay sane
* MATLAB vs Python: Why and How to Make the Switch
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/151
playlist_add
Oct 5, 2019
#150 Winning the Python software interview
Topics covered in this episode:
* How to Stand Out in a Python Coding Interview
* The Python Software Foundation has updated its Code of Conduct
* The Interview Study Guide For Software Engineers
* re-assert : “show where your regex match assertion failed”
* awesome-python-typing
* Developer Advocacy: Frequently Asked Questions
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/150
playlist_add
Sep 25, 2019
#149 Python's small object allocator and other memory features
Topics covered in this episode:
* Dropbox: Our journey to type checking 4 million lines of Python
* Setting Up a Flask Application in Visual Studio Code
* Multiprocessing vs. Threading in Python: What Every Data Scientist Needs to Know
* ORM - async ORM
* Getting Started with APIs
* Memory management in Python
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/149
playlist_add
Sep 18, 2019
#148 The ASGI revolution is upon us!
Topics covered in this episode:
* Annual Release Cycle for Python - PEP 602
* awesome-asgi
* Asynchronous Django
* Sunsetting Python 2
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/148
playlist_add
Sep 11, 2019
#147 Mocking out AWS APIs
Topics covered in this episode:
* rapidtables
* Quick and dirty mock service with Starlette
* Mocking out AWS APIs
* Single Responsibility Principle in Python
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/147
playlist_add
Sep 8, 2019
#146 Slay the dragon, learn the Python
Topics covered in this episode:
* Positional-only arguments in Python
* django-stubs
* CodeCombat
* Four Use Cases for When to Use Celery in a Flask Application
* pytest-steps
* docassemble
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/146
playlist_add
Aug 31, 2019
#145 The Python 3 “Y2K” problem
Topics covered in this episode:
* friendly-traceback
* * Pandas Users Survey*
* * python3 “Y2K” problem (python3.10 / python4.0)*
* pypi research
* * DaPy*
* python-remote-pdb
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/145
playlist_add
Aug 23, 2019
#144 Are you mocking me? It won't work!
Topics covered in this episode:
* Why your mock doesn’t work
* The nonlocal statement in Python
* twitter.com/brettsky/status/1163860672762933249
* pre-commit now has a quick start guide
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/144
playlist_add
Aug 14, 2019
#143 Spike the robot, powered by Python!
Topics covered in this episode:
* Keynote: Python 2020 - Łukasz Langa - PyLondinium19
* My oh my, flake8-mypy and pytest-mypy
* Python 3 at Mozilla
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/143
playlist_add
Aug 6, 2019
#142 There's a bandit in the Python space
Topics covered in this episode:
* Writing sustainable Python scripts
* Static Analysis and Bandit
* jupyter-black
* Report Generation workflow with papermill, jupyter, rclone, nbconvert, …
* How — and why — you should use Python Generators
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/142
playlist_add
Jul 29, 2019
#141 Debugging with f-strings coming in Python 3.8
Topics covered in this episode:
* Debugging with f-strings in Python 3.8
* Am I "real" software developer yet?
* Debugging with local variables and snoop
* New home for Humans
* The Backwards Commercial License
* Switching Python Parsers?
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/141
playlist_add
Jul 23, 2019
#140 Becoming a 10x Developer (sorta)
Topics covered in this episode:
* Becoming a 10x Developer: 10 ways to be a better teammate
* quasar & vue.py
* Regular Expressions 101
* python-diskcache
* The Python Help System
* Python Architecture Graphs
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/140
playlist_add
Jul 18, 2019
#139 f"Yes!" for the f-strings
Topics covered in this episode:
* Simplify Your Python Developer Environment
* New fast.ai course: A Code-First Introduction to Natural Language Processing
* Cloning the human voice
* Ab(using) pyproject.toml and stuffing pytest.ini and mypy.ini content into it
* Polyaxon
* Flynt for f-strings
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/139
playlist_add
Jul 8, 2019
#138 Will PyOxidizer weld shut one of Python's major gaps?
Topics covered in this episode:
* flake8-comprehensions
* PyOxidizer (again)
* Using changedir to avoid the need for src
* WebRTC and ORTC implementation for Python using asyncio
* Apprise - Push Notifications that work with just about every platform!
* Websauna web framework
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/138
playlist_add
Jul 2, 2019
#137 Advanced Python testing and big-time diffs
Topics covered in this episode:
* Comparing the Same Project in Rust, Haskell, C++, Python, Scala and OCaml
* MongoDB 4.2
* Deep Difference and search of any Python object/data
* Advanced Python Testing
* Understanding Python's del
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/137
playlist_add
Jun 25, 2019
#136 A Python kernel rather than cleaning the batteries?
Topics covered in this episode:
* Voilà!
* Toward a “Kernel Python”
* Use _main_.py
* The CPython Bytecode Compiler is Dumb
* You can play with EdgeDB now, maybe
* 16 Python libraries that helped a healthcare startup grow
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/136
playlist_add
Jun 20, 2019
#135 macOS deprecates Python 2, will stop shipping it (eventually)
Topics covered in this episode:
* Why do Python lists let you += a tuple, when you can’t + a tuple?
* macOS deprecates Python 2, will stop shipping it (eventually)
* Pythonic Ways to Use Dictionaries
* Things you are probably not using in Python 3 But Should
* Have a time machine? C++ would get the Python 2 → 3 treatment too
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/135
playlist_add
Jun 12, 2019
#134 Python proves Mercury is the closest planet to Earth
Topics covered in this episode:
* Three scientists publish a paper proving that Mercury, not Venus, is the closest planet to Earth. using Python
* Github semantics
* flake8-black
* Python Preview for VS Code
* Create and Publish a Python Package with Poetry
* Pointers in Python: What's the Point?
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/134
playlist_add
Jun 5, 2019
#133 Github sponsors - The model open source has been waiting for?
Topics covered in this episode:
* Python built-ins worth learning
* Github sponsors and match
* Build a REST API in 30 minutes with Django REST Framework
* Dependabot has been acquired by GitHub
* spoof “New features planned for Python 4.0”
* BlackSheep web framework
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/133
playlist_add
May 30, 2019
#132 Algorithms as objects
Topics covered in this episode:
* History of CircuitPython
* Algorithms as objects
* pico-pytest
* An Introduction to Cython, the Secret Python Extension with Superpowers
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/132
playlist_add
May 21, 2019
#131 Python 3 has issues (over on GitHub)
Topics covered in this episode:
* * PEP 581 (Using GitHub issues for CPython) is accepted*
* Things you’re probably not using in Python 3 – but should
* The Python Arcade Library
* Teaching a kid to code with Pygame Zero
* Follow up on GIL / PEP 554
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/131
playlist_add
May 14, 2019
#130 Python.exe now shipping with Windows 10
Topics covered in this episode:
*
* pgcli
*
* Papermill
*
* Python Language Summit
*
* Python in Windows 10
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/130
playlist_add
May 6, 2019
#129 Maintaining a Python Project when it’s not your job
Topics covered in this episode:
* * Maintaining a Python Project when it’s not your job*
* * Python in 1994*
* * Textblob*
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/129
playlist_add
May 2, 2019
#128 Will the GIL be obsolete with PEP 554?
Topics covered in this episode:
* Solving Algorithmic Problems in Python with pytest
* * DepHell -- project management for Python*
* Dask
* Animations with Matplotlib
* PEP 554 -- Multiple Interpreters in the Stdlib
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/128
playlist_add
Apr 25, 2019
#127 That Python code is on fire!
Topics covered in this episode:
* inline_python (for rust)
* * Requests3: Under Way!*
* * 🔥 Pyflame: *A Ptracing Profiler For Python
* * flit + src*
* cheat.sh
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/127
playlist_add
Apr 19, 2019
#126 WebAssembly comes to Python
Topics covered in this episode:
* Python Used to Take Photo of Black Hole
* Wasmer - Python Library for executing WebAssembly binaries
* Cooked Input
* JetBrains and PyCharm officially collaborating with Anaconda
* Building a Serverless IoT Solution with Python Azure Functions and SignalR
* multiprocessing.shared_memory — Provides shared memory for direct access across processes
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/126
playlist_add
Apr 13, 2019
#125 Will you conquer the deadlock empire?
Topics covered in this episode:
* My How and Why: pyproject.toml & the 'src' Project Structure
* The Deadlock Empire: Slay dragons, master concurrency!
* Cog 3.0
* StackOverflow 2019 Developer Survey Results
* Cuv’ner “A commanding view of your test-coverage"
* Mobile apps launched
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/125
playlist_add
Apr 5, 2019
#124 This is not the None you're looking for
Topics covered in this episode:
* [play:0:29] [pytest 4.4.0](https://docs.pytest.org/en/latest/changelog.html#pytest-4-4-0-2019-03-29)
* [play:3:47] [requests-async](https://github.com/encode/requests-async)
* [play:7:10] Reasons why PyPI should not be a service
* [play:12:35]* Jupyter in the cloud*
* [play:16:57] Jupyter Notebook tutorials
* [play:19:28]* Unique sentinel values, identity checks, and when to use object() instead of None*
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/124
playlist_add
Mar 29, 2019
#123 Time to right the py-wrongs
Topics covered in this episode:
* [play:0:34] [Deconstructing xkcd.com/1987/](https://snarky.ca/deconstructing-xkcd-com-1987/)
* [play:3:12] [Python package as a CLI option](https://gehrcke.de/2014/02/distributing-a-python-command-line-application/)
* [play:10:29] Refactoring Python Applications for Simplicity
* [play:14:15] [FastAPI](https://fastapi.tiangolo.com/)
* [play:17:48] Bleach: stepping down as maintainer
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/123
playlist_add
Mar 22, 2019
#122 Give Me Back My Monolith
Topics covered in this episode:
* [play:0:55] Combining and separating dictionaries
* [play:3:02] [Why I Avoid Slack](https://matthewrocklin.com/blog/2019/02/28/slack-github)
* [play:7:57] [Hunting for Memory Leaks in Python applications](https://medium.com/zendesk-engineering/hunting-for-memory-leaks-in-python-applications-6824d0518774)
* [play:13:06] [Give Me Back My Monolith](http://www.craigkerstiens.com/2019/03/13/give-me-back-my-monolith/)
* [play:18:23] [Famous Laws Of Software Development](https://www.timsommer.be/famous-laws-of-software-development/)
* [play:20:54] [Beer Garden Plugins](https://beer-garden.io/)
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/122
playlist_add
Mar 16, 2019
#121 python2 becomes self-aware, enters fifth stage of grief
Topics covered in this episode:
* [play:0:40] [Futurize](https://python-future.org/automatic_conversion.html) and Auto-Futurize
* [play:3:42] [Tech blog writing live stream](https://www.youtube.com/watch?v=vtlaNShM_s0&feature=youtu.be)
* [play:8:50] [bullet: Beautiful Python Prompts Made Simple](https://github.com/Mckinsey666/bullet)
* [play:11:15] [Hosting private pip packages using Azure Artifacts](https://zerowithdot.com/private-pip-azure/)
* [play:13:15] [Async/await for wxPython](https://medium.com/@abulka/async-await-for-wxpython-c78c667e0872)
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/121
playlist_add
Mar 5, 2019
#120 AWS, MongoDB, and the Economic Realities of Open Source and more
Topics covered in this episode:
* [play:0:53] [The Ultimate Guide To Memorable Tech Talks](https://medium.com/@nnja/the-ultimate-guide-to-memorable-tech-talks-e7c350778d4b)
* [play:3:56] [Running Flask on Kubernetes](https://testdriven.io/blog/running-flask-on-kubernetes/?source=4320ef6a6395)
* [play:10:51] [Python server setup for macOS 🍎](https://github.com/zachvalenta/nginx-wsgi)
* [play:12:52] [Learn Enough Python to be Useful: argparse](https://towardsdatascience.com/learn-enough-python-to-be-useful-argparse-e482e1764e05)
* [play:14:56] [AWS, MongoDB, and the Economic Realities of Open Source](https://stratechery.com/2019/aws-mongodb-and-the-economic-realities-of-open-source/)
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/120
playlist_add
Feb 26, 2019
#119 Assorted files as Django ORM backends with Alkali
Topics covered in this episode:
* [play:0:52] [Incrementally migrating over one million lines of code from Python 2 to Python 3](https://blogs.dropbox.com/tech/2019/02/incrementally-migrating-over-one-million-lines-of-code-from-python-2-to-python-3/)
* [play:3:42] Network Automation Development with Python (for fun and for profit)
* [play:9:59] [Carnegie Mellon Launches Undergraduate Degree in Artificial Intelligence](https://www.cs.cmu.edu/news/carnegie-mellon-launches-undergraduate-degree-artificial-intelligence)
* [play:11:37] [asyncio + PyQt5/PySide2](https://github.com/gmarull/asyncqt)
* [play:13:02] [4 things I want to see in Python 4.0](https://hackernoon.com/4-things-i-want-to-see-in-python-4-0-85b853e86a88)
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/119
playlist_add
Feb 22, 2019
#118 Better Python executable management with pipx
Topics covered in this episode:
* [play:7:52] [Data science is different now](https://veekaybee.github.io/2019/02/13/data-science-is-different/)
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/118
playlist_add
Feb 14, 2019
#117 Is this the end of Python virtual environments?
See the full show notes for this episode on the website at pythonbytes.fm/117
playlist_add
Feb 6, 2019
#116 So you want Python in a 3D graphics engine?
Topics covered in this episode:
* [play:0:25] [Inside python dict — an explorable explanation](https://just-taking-a-ride.com/insidepythondict/chapter1.html)
* [play:2:37] Embed Python in Unreal Engine 4
* [play:4:32]* Redirecting stdout with contextlib*
* [play:7:56] [Panda3D](https://www.panda3d.org/)
* [play:10:32] [Why PyPI Doesn't Know Your Projects Dependencies](https://dustingram.com/articles/2018/03/05/why-pypi-doesnt-know-dependencies/)
* [play:13:58]* PyGame series*
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/116
playlist_add
Feb 2, 2019
#115 Dataclass CSV reader and Nina drops by
Topics covered in this episode:
* [play:1:03] [Great Expectations](https://great-expectations.readthedocs.io/en/latest/)
* [play:5:01] Using CircuitPython and MicroPython to write Python for wearable electronics and embedded platforms
* [play:11:58] [How to Rock Python Packaging with Poetry and Briefcase](https://dan.yeaw.me/posts/python-packaging-with-poetry-and-briefcase/)
* [play:14:59] [awesome-python-security](https://github.com/guardrailsio/awesome-python-security) 🕶🐍🔐, a collection of tools, techniques, and resources to make your Python more secure
* [play:18:20]* pydbg*
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/115
playlist_add
Jan 26, 2019
#114 What should be in the Python standard library?
Topics covered in this episode:
* [play:0:37] [What should be in the Python standard library?](https://lwn.net/Articles/776239/)
* [play:9:00] [Data Science portal for Home Assistant launched](https://data.home-assistant.io/)
* [play:12:17] [What's the future of the pandas library?](https://www.dataschool.io/future-of-pandas/)
* [play:16:17] [PyOxidizer](https://github.com/indygreg/PyOxidizer)
* [play:19:31] [Working With Files in Python](https://realpython.com/working-with-files-in-python/)
* [play:22:06] [$ python == $ python3?](https://github.com/python/peps/pull/630)
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/114
playlist_add
Jan 18, 2019
#113 Python Lands on the Windows 10 App Store
Topics covered in this episode:
* [play:1:01] [Advent of Code 2018 Solutions](https://www.michaelfogleman.com/aoc18/)
* [play:2:37] [Python Lands on the Windows 10 App Store](https://www.thurrott.com/windows/windows-10/196830/python-lands-on-the-windows-10-app-store#)
* [play:7:06] [How I Built A Python Web Framework And Became An Open Source Maintainer](https://blog.florimondmanca.com/how-i-built-a-web-framework-and-became-an-open-source-maintainer)
* [play:11:46]* Python maintainability score via* Wily
* [play:13:03] A couple fun awesome lists
* [play:16:32] [fastlogging](https://brmmm3.github.io/posts/2019/01/08/fastlogging/)
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/113
playlist_add
Jan 11, 2019
#112 Don't use the greater than sign in programming
Topics covered in this episode:
* [play:0:56] [nbgrader](https://github.com/jupyter/nbgrader)
* [play:3:22]* profanity-check*
* [play:9:05]* Python Dependencies and IoC*
* [play:16:59] [A Gentle Introduction to Pandas](https://medium.com/@wbusaka/a-gentle-introduction-to-pandas-5ed17421a59d)
* [play:18:38] [Don't use the greater than sign in programming](http://llewellynfalco.blogspot.com/2016/02/dont-use-greater-than-sign-in.html)
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/112
playlist_add
Jan 5, 2019
#111 loguru: Python logging made simple
Topics covered in this episode:
* [play:0:46] [loguru:](https://github.com/Delgan/loguru) Python logging made (stupidly) simple
* [play:6:08] [Python gets a new governance model](https://mail.python.org/pipermail/python-committers/2018-December/006479.html)
* [play:12:16] [Why you should be using pathlib](https://treyhunner.com/2018/12/why-you-should-be-using-pathlib/)
* [play:16:00] [Altair](https://github.com/altair-viz/altair) and Altair Recipes
* [play:19:43] A couple fun pytest plugins
* [play:23:23] [Secure 🔒 headers and cookies for Python web frameworks](https://github.com/cakinney/secure.py)
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/111
playlist_add
Dec 26, 2018
#110 Python Year in Review 2018 Edition
See the full show notes for this episode on the website at pythonbytes.fm/110
playlist_add
Dec 18, 2018
#109 CPython byte code explorer
Topics covered in this episode:
* [play:1:01] [Python Descriptors Are Magical Creatures](https://pabloariasal.github.io/2018/11/25/python-descriptors/)
* [play:3:38] [Data Science Survey 2018 JetBrains](https://www.jetbrains.com/research/data-science-2018/)
* [play:8:04] [cache.py](https://github.com/bwasti/cache.py)
* [play:11:54] [Setting up the data science tools](https://www.youtube.com/watch?v=Ksu5zZIdfH0)
* [play:14:03] [chartify](https://github.com/spotify/chartify)
* [play:15:23] [CPython byte code explorer](https://github.com/jtpio/jupyterlab-python-bytecode)
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/109
playlist_add
Dec 11, 2018
#108 Spilled data? Call the PyJanitor
Topics covered in this episode:
* [play:0:45] [pyjanitor](https://pyjanitor.readthedocs.io/) - for cleaning data
* [play:3:12] [What Does It Take To Be An Expert At Python?](https://www.youtube.com/watch?v=7lmCu8wz8ro)
* [play:5:38] [Awesome Python Applications](https://github.com/mahmoud/awesome-python-applications)
* [play:8:26] [Django Core no more](https://www.b-list.org/weblog/2018/nov/20/core/)
* [play:12:06] [wemake django template](https://github.com/wemake-services/wemake-django-template)
* [play:15:16] Django Hunter
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/108
playlist_add
Dec 7, 2018
#107 Restructuring and searching data, the Python way
Topics covered in this episode:
* [play:0:52] [glom: restructuring data, the Python way](https://glom.readthedocs.io/en/latest/index.html)
* [play:5:31] [Scientific GUI apps with TraitsUI](http://docs.enthought.com/traitsui/)
* [play:7:49] [Pampy: The Pattern Matching for Python you always dreamed of](https://github.com/santinic/pampy)
* [play:11:28] [Google AI better than doctors at detecting breast cancer](https://www.sciencefocus.com/news/google-ai-better-than-doctors-at-detecting-breast-cancer/)
* [play:15:37] [2018 Advent of Code](https://adventofcode.com/2018/about)
* [play:16:56] [Red Hat Linux 8.0 Beta released, now (finally) updated to use Python 3.6 as default instead of 2.7](https://www.reddit.com/r/Python/comments/9xms3u/redhatlinux80betareleasednow_finally/)
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/107
playlist_add
Dec 1, 2018
#106 Fluent query APIs on Python collections
Topics covered in this episode:
* [play:0:49] Dependency Management through a DevOps Lens
* [play:5:25] [Plugins made simple with](https://github.com/Rockhopper-Technologies/pluginlib) pluginlib
* [play:8:00] [How to Test Your Django App with Selenium and pytest](https://pybit.es/selenium-pytest-and-django.html)
* [play:12:40]* Fluent collection APIs (flupy and asq)*
* [play:16:41] Guido blogging again
* [play:21:33]* Web apps in pure Python apps with Anvil*
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/106
playlist_add
Nov 23, 2018
#105 Colorizing and Restoring Old Images with Deep Learning
Topics covered in this episode:
* [play:1:32] [Colorizing and Restoring Old Images with Deep Learning](https://blog.floydhub.com/colorizing-and-restoring-old-images-with-deep-learning/)
* [play:4:25] [PlatformIO IDE for VSCode](https://platformio.org/platformio-ide)
* [play:7:35] [Python Data Visualization 2018: Why So Many Libraries?](https://www.anaconda.com/blog/developer-blog/python-data-visualization-2018-why-so-many-libraries/)
* [play: 11:21] [coder.com - VS Code in the cloud](https://coder.com/)
* [play:14:20] [By Welcoming Women, Python’s Founder Overcomes Closed Minds In Open Source](https://www.forbes.com/sites/oracle/2018/11/20/by-welcoming-women-pythons-founder-overcomes-closed-minds-in-open-source/)
* [play:19:40] [Machine Learning Basics](http://alpopkes.com/portfolio/portfolio-2/)
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/105
playlist_add
Nov 17, 2018
#104 API Evolution the Right Way
Topics covered in this episode:
* [play:4:32] [wily: A Python application for tracking, reporting on timing and complexity in tests and applications.](https://github.com/tonybaloney/wily)
* [play:8:00] [Latest VS Code has Juypter support](https://blogs.msdn.microsoft.com/pythonengineering/2018/11/08/python-in-visual-studio-code-october-2018-release/)
* [play:11:17] API Evolution the Right Way
* [play:16:10] [PySimpleGUI now on Qt](https://github.com/MikeTheWatchGuy/PySimpleGUI/tree/master/PySimpleGUIQt)
* [play:19:57] [Comparison of the 7 governance PEPs](https://discuss.python.org/t/comparison-of-the-7-governance-peps/392)
* [play:23:54] [Shiboken](http://doc.qt.io/qtforpython/shiboken2/) (from Qt for Python project)
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/104
playlist_add
Nov 8, 2018
#103 Getting to 10x (results for developers)
Topics covered in this episode:
* [play:1:11] [FEniCS](https://fenicsproject.org/)
* [play:5:13] [cursivere](https://github.com/Bogdanp/cursivere)
* [play:8:33] pyimagesearch
* [play:11:52] [Visualization of Python development up till 2012](https://www.youtube.com/watch?v=cNBtDstOTmA)
* [play:14:37] [Getting to 10x (Results): What Any Developer Can Learn from the Best](https://medium.com/javascript-scene/getting-to-10x-results-what-any-developer-can-learn-from-the-best-54b6c296a5ef)
* [play:19:55] [Chaos Toolkit](https://chaostoolkit.org)
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/103
playlist_add
Oct 31, 2018
#102 Structure of a Flask Project
Topics covered in this episode:
* QuantEcon
* Structure of a Flask Project
* Overusing lambda expressions in Python
* Asyncio in Python 3.7
* * Giving thanks with* **pip thank**
* Getting Started With Testing in Python
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/102
playlist_add
Oct 24, 2018
#101 Nobel Prize awarded to a Python convert
Topics covered in this episode:
* Asterisks in Python: what they are and how to use them
* responder web framework
* * Python Example resource:* pythonprogramming.in
* More in depth TensorFlow
* MAKERphone - an educational DIY mobile phone
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/101
playlist_add
Oct 19, 2018
#100 The big 100 with special guests
Topics covered in this episode:
* poetry
* Anthony * pylama *and radon
* Nina * *Tools for teaching Python
* Dan My favorite tool of 2018: “Black” code formatter by Łukasz Langa
* Brett * A Web without JavaScript*: Russell Keith-Magee at PyCon AU
* Async WebDriver implementation for asyncio and asyncio-compatible frameworks
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/100
playlist_add
Oct 16, 2018
#99 parse - the regex antidote in Python
Topics covered in this episode:
* parse
* fman Build System
* fastjsonschema
* IPython 7.0, Async REPL
* molten
* A Python love letter
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/99
playlist_add
Oct 8, 2018
#98 Python-Electron as a Python GUI
Topics covered in this episode:
* Making Etch-a-Sketch Art With Python
* Dropbox moves to Python 3
* * Resources for PyCon that relate to really any talk venue*
* Electron as GUI of Python Applications
* pluggy: A minimalist production ready plugin system
* How China Used a Tiny Chip to Infiltrate U.S. Companies
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/98
playlist_add
Sep 28, 2018
#97 Java goes paid
Topics covered in this episode:
* Making a PyPI-friendly README
* Java goes paid
* Absolute vs Relative Imports in Python
* pyxel - A retro game engine for Python
* Click 7.0 Released
* How we spent 30k USD in Firebase in less than 72 hours
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/97
playlist_add
Sep 22, 2018
#96 Python Language Summit 2018
Topics covered in this episode:
* Plumbum: Shell Combinators and More
* Windows 10 Linux subsystem for Python developers
* Type hints cheat sheet (Python 3)
* Python driving new languages
* asyncio documentation rewritten from scratch
* The 2018 Python Language Summit
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/96
playlist_add
Sep 15, 2018
#95 Unleash the py-spy!
Topics covered in this episode:
* dataset: databases for lazy people
* CuPy GPU NumPy
* Automate Python workflow using pre-commits
* py-spy
* SymPy is a Python library for symbolic mathematics
* Starlette ASGI web framework
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/95
playlist_add
Sep 6, 2018
#94 Why don't you like notebooks?
Topics covered in this episode:
* Python Patterns
* Arctic: Millions of rows a sec (time data)
* PyCon Australia videos
* GAE: Introducing App Engine Second Generation runtimes and Python 3.7
* I don’t like notebooks
* PEP 8000 -- Python Language Governance Proposal Overview
*
* TIOBE jump https://www.tiobe.com/tiobe-index/
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/94
playlist_add
Aug 31, 2018
#93 Looking like there will be a PyBlazor!
Topics covered in this episode:
* Replacing Bash Scripting with Python.
* pyodide
* The subset of reStructuredText worth committing to memory
* bandit
* Learn Python 3 within Jupyter Notebooks
* detect-secrets
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/93
playlist_add
Aug 25, 2018
#92 Will your Python be compiled?
Topics covered in this episode:
* IEEE Survey Ranks Programming Languages
* MyPyC
* Beyond Interactive: Notebook Innovation at Netflix
* How to create a Windows Service in Python
* An Overview of Packaging for Python
* PEP 505 -- None-aware operators
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/92
playlist_add
Aug 15, 2018
#91 Will there be a PyBlazor?
Topics covered in this episode:
* What makes the Python Cool
* Django 2.1 released
* Awesome Python Features Explained Using Harry Potter
* Executing Encrypted Python with no Performance Penalty
* icdiff and pytest-icdiff
* * Will there be a PyBlazor?*
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/91
playlist_add
Aug 7, 2018
#90 A Django Async Roadmap
Topics covered in this episode:
* Reproducible Data Analysis in Jupyter
* PySimpleGUI - For simple Python GUIs
* Useful tricks you might not know about Git stash
* A Django Async Roadmap
* pydub
* Molten: Modern API framework
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/90
playlist_add
Aug 4, 2018
#89 A tenacious episode that won't give up
Topics covered in this episode:
* tenacity
* Why is Python so slow?
* A multi-core Python HTTP server (much) faster than Go (spoiler: Cython)
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/89
playlist_add
Jul 27, 2018
#88 Python has brought computer programming to a vast new audience
Topics covered in this episode:
* Documenting Python Code: A Complete Guide
* * Security vulnerability alerts for Python at Github*
* How virtual environment libraries work in Python
* Learning (not) to Handle Exceptions
* Python has brought computer programming to a vast new audience
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/88
playlist_add
Jul 17, 2018
#87 Guido van Rossum steps down
See the full show notes for this episode on the website at pythonbytes.fm/87
playlist_add
Jul 13, 2018
#86 Make your NoSQL async and await-able with uMongo
Topics covered in this episode:
* responses
* 29 common beginner Python errors on one page
* μMongo
* Basic Statistics in Python: Descriptive Statistics
* Strings and Character Data in Python
* PEP 572: Assignment expressions accepted
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/86
playlist_add
Jul 3, 2018
#85 Visually debugging your Jupyter notebook
Topics covered in this episode:
* the state of type hints in Python
* Flaskerizer
* PixieDebugger
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/85
playlist_add
Jun 28, 2018
#84 Vibora web framework: It's fast, async, and means viper
Topics covered in this episode:
* Correcting Documentation for a Deployed Python Package
* Flask Mega Tutorial
* pre-commit
* * Python 3.7 release and PSF board members*
* Vibora web framework
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/84
playlist_add
Jun 22, 2018
#83 from __future__ import braces
Topics covered in this episode:
* Code with Mu: a simple Python editor for beginner programmers.
* Python parenthesis primer
* Python for Qt Released
* Itertools in Python 3, By Example
* Python Sets and Set Theory
* Python 3.7 is coming soon!
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/83
playlist_add
Jun 15, 2018
#82 Let's make a clear Python 3 statement
Topics covered in this episode:
* Building and Documenting Python REST APIs With Flask and Connexion
* MyPy + PyCharm
* * Automatic code/doc conversion*
* python3statement
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/82
playlist_add
Jun 5, 2018
#81 Making your C library callable from Python by wrapping it with Cython
Topics covered in this episode:
* * Learning about Machine Learning*
* Making your C library callable from Python by wrapping it with Cython
* Taming Irreversibility with Feature Flags (in Python)
* pretend: a stubbing library
* The official Flask tutorial
* An introduction to Python bytecode
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/81
playlist_add
May 29, 2018
#80 Dan Bader drops by and we found 30 new Python projects
Topics covered in this episode:
* Packaging Python Projects
* gidgethub — An async library for calling GitHub’s API
* pystemd
* PyCharm 2018.2 EAP 1 includes improved pytest support
*
* 30 amazing Python projects (2018 edition)
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/80
playlist_add
May 25, 2018
#79 15 Tips to Enhance your Github Flow
Topics covered in this episode:
* pytest 3.6.0
* * Hello* Qt for Python
* MongoDB 4.0.0-rc0 available
* Pipenv review, after using it in production
* Pandas goes Python 3 only
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/79
playlist_add
May 18, 2018
#78 Setting Expectations for Open Source Participation
Topics covered in this episode:
* The Forgotten Optional else in Python Loops
* libraries.io
* The other (great) benefit of Python type annotations
* Setting Expectations for Open Source Participation
*
* ngrok
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/78
playlist_add
May 12, 2018
#77 You Don't Have To Be a Workaholic To Win
Topics covered in this episode:
* Why Senior Devs Write Dumb Code
* GeoAlchemy 2
* You Don't Have To Be a Workaholic To Win: 13 Alternative Ways To Stand Out
* Project Beeware AppStore
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/77
playlist_add
May 4, 2018
#76 Goodbye zero-versioning
Topics covered in this episode:
* Unlearning toxic behaviors in a code review culture
* Flask 1.0 Released
* How to have a great first PyCon
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/76
playlist_add
Apr 28, 2018
#75 pypi.org officially launches
Topics covered in this episode:
* numba
* pip 10 is out!
* * Pandas only like modern Python*
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/75
playlist_add
Apr 19, 2018
#74 Contributing to Open Source effectively
Topics covered in this episode:
* * Contributing to Open Source effectively*
* Jupyter, Mathematica, and the Future of the Research Paper
* Depression AI
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/74
playlist_add
Apr 12, 2018
#73 This podcast comes in any color you want, as long as it's black
Topics covered in this episode:
* Set Theory and Python
* Trio: async programming for humans and snake people
* black: The uncompromising Python code formatter
* gain: Web crawling framework based on asyncio
* Generic Function in Python with Singledispatch
* Unsync: Unsynchronizing async/await in Python 3.6
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/73
playlist_add
Apr 5, 2018
#72 New versioning: Episode 0.0.7.2 (with 72 releases)
Topics covered in this episode:
* ZeroVer: 0-based Versioning
* GitHub Security Alerts Detected over Four Million Vulnerabilities
* Markdown Descriptions on PyPI
* Concurrency comparison between NGINX-unit and uWSGI
* Loop better: A deeper look at iteration in Python
* Misconfigured Django Apps Are Exposing Secret API Keys, Database Passwords
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/72
playlist_add
Mar 28, 2018
#71 We can migrate to Python 3, careful please
Topics covered in this episode:
* The Conservative Python 3 Porting Guide
* World-Class Software Companies That Use Python
* Stop Writing Classes
* PyPi.org is alive
* pygame on pypy usable
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/71
playlist_add
Mar 23, 2018
#70 Have you seen my log? It's cute!
Topics covered in this episode:
* Online CookieCutter Generator
* cutelog – GUI for Python's logging module
* wagtail 2.0
* peewee 3.0 is out
* Machine Learning Basics
* Cerberus
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/70
playlist_add
Mar 18, 2018
#69 Digging into StackOverflow's 2018 survey results
Topics covered in this episode:
* pynb: Jupyter Notebooks as plain Python code with embedded Markdown text
* Microsoft’s quantum computing language is now available for macOS
* * pytest talk in Spanish*
* StackOverflow Developer Survey Results 2018
* demoshell
* * Clear statement on Python 2 EOL*
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/69
playlist_add
Mar 6, 2018
#68 Python notebooks galore!
Topics covered in this episode:
* dumb-pypi
* Requests-HTML: HTML Parsing for Humans
* A phone number proxy
* * Notebooks galore part 1:* Datalore
* bellybutton
* Notebooks galore part 2
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/68
playlist_add
Mar 1, 2018
#67 Result of moving Python to Github
Topics covered in this episode:
* Building a blog with Pelican
* Notifiers
* Using Makefiles in Python projects
* Result of moving Python to Github
* Self-Deprecation Needs to Stop
* 5 speed improvements in Python 3.7
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/67
playlist_add
Feb 23, 2018
#66 Wait, NoSQL with ACID and transactions?
Topics covered in this episode:
* Object-Oriented Programming (OOP) in Python 3
* ScriptedForms
* MongoDB to add multi-document transactions and ACID
* Python packaging pitfalls
* Blogging principles
* pipenv is officially official
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/66
playlist_add
Feb 14, 2018
#65 Speed of your import statements affecting performance?
Topics covered in this episode:
* pygal : Simple Python Charting
* Thoughts on becoming a self-taught programming
* How to speed up Python application startup time (timing imports in 3.7)
* AnPyLar - The Python web front-end framework
* Migrating to Python 3 with pleasure
* Moving to Python 3
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/65
playlist_add
Feb 9, 2018
#64 The GUI phoenix rises with wxPython
Topics covered in this episode:
* * wxPython 4,* Pheonix is now live and supports Python 3
* typeshed
* Coverage 4.5 adds configurator plug-ins
* Python integrated into Unreal Engine
* Python 3.7.0b1 : Beta means we should be testing it!!!
* * Releases abound!*
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/64
playlist_add
Feb 1, 2018
#63 We're still on a desktop GUI kick
Topics covered in this episode:
* A brief tour of Python 3.7 data classes
* SQLite [The Databaseology Lectures - CMU Fall 2015]
* dryable : a useful dry-run decorator for python
*
* PEP Explorer - Explore Python Enhancement Proposals
* TKInter Tutorial
* Extras
* Joke See the full show notes for this episode on the website at pythonbytes.fm/63