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  • #415 Just put the fries in the bag bro
    2024/12/23
    Topics covered in this episode: dbos-transact-pyTyped Python in 2024: Well adopted, yet usability challenges persistRightTyperLazy self-installing Python scripts with uvExtrasJokeWatch on YouTube About the show Sponsored by us! Support our work through: Our courses at Talk Python TrainingThe Complete pytest CoursePatreon Supporters Connect with the hosts Michael: @mkennedy@fosstodon.org / @mkennedy.codes (bsky)Brian: @brianokken@fosstodon.org / @brianokken.bsky.socialShow: @pythonbytes@fosstodon.org / @pythonbytes.fm (bsky) Join us on YouTube at pythonbytes.fm/live to be part of the audience. Usually Monday at 10am PT. Older video versions available there too. Finally, if you want an artisanal, hand-crafted digest of every week of the show notes in email form? Add your name and email to our friends of the show list, we'll never share it. Michael #1: dbos-transact-py DBOS Transact is a Python library providing ultra-lightweight durable execution.Durable execution means your program is resilient to any failure.If it is ever interrupted or crashes, all your workflows will automatically resume from the last completed step.Under the hood, DBOS Transact works by storing your program's execution state (which workflows are currently executing and which steps they've completed) in a Postgres database.Incredibly fast, for example 25x faster than AWS Step Functions. Brian #2: Typed Python in 2024: Well adopted, yet usability challenges persist Aaron Pollack on Engineering at Meta blog“Overall findings 88% of respondents “Always” or “Often” use Types in their Python code.IDE tooling, documentation, and catching bugs are drivers for the high adoption of types in survey responses,The usability of types and ability to express complex patterns still are challenges that leave some code unchecked.Latency in tooling and lack of types in popular libraries are limiting the effectiveness of type checkers.Inconsistency in type check implementations and poor discoverability of the documentation create friction in onboarding types into a project and seeking help when using the tools. “Notes Seems to be a different survey than the 2023 (current) dev survey. Diff time frame and results. July 29 - Oct 8, 2024 Michael #3: RightTyper A fast and efficient type assistant for Python, including tensor shape inference Brian #4: Lazy self-installing Python scripts with uv Trey HunnerCreating your own ~/bin full of single-file command line scripts is common for *nix folks, still powerful but underutilized on Mac, and trickier but still useful on Windows.Python has been difficult in the past to use for standalone scripts if you need dependencies, but that’s no longer the case with uv.Trey walks through user scripts (*nix and Mac) Using #! for scripts that don’thave dependenciesUsing #! with uv run --script and /// script for dependenciesDiscussion about how uv handles that. Extras Brian: Courses at pythontest.com If you live in a place (or are in a place in your life) where these prices are too much, let me know. I had a recent request and I really appreciate it. Michael: Python 3.14 update releasedTop episodes of 2024 at Talk PythonUniversal check for updates macOS: Settings > Keyboard > Keyboard shortcuts > App shortcuts > +Then add shortcut for single app, ^U and the menu title. Joke: Python with rizz
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    33 分
  • #414 Because we are not monsters
    2024/12/16
    Topics covered in this episode: New project to shorten django-admin to django because we are not monstersdjango-unicorn: The magical reactive component framework for Django Testing some tidbitsThe State of Python 2024 articleExtrasJokeWatch on YouTube About the show Sponsored by us! Support our work through: Our courses at Talk Python TrainingThe Complete pytest CoursePatreon Supporters Connect with the hosts Michael: @mkennedy@fosstodon.org / @mkennedy.codes (bsky)Brian: @brianokken@fosstodon.org / @brianokken.bsky.socialShow: @pythonbytes@fosstodon.org / @pythonbytes.fm (bsky) Join us on YouTube at pythonbytes.fm/live to be part of the audience. Usually Monday at 10am PT. Older video versions available there too. Finally, if you want an artisanal, hand-crafted digest of every week of the show notes in email form? Add your name and email to our friends of the show list, we'll never share it. Brian #1: New project to shorten django-admin to django because we are not monsters Jeff Tripplet has created django-cli-no-admin to shorten django-admin to just django.“One of the biggest mysteries in Django is why I have to run django-admin from my terminal instead of just running django. Confusingly, django-admin has nothing to do with Django’s admin app.”Instead of typing things like: django-admin startproject mysite projectnameWe can type the shorter: django startproject mysite projectnameI love this kind of developer speedup / comfort improvementsAnd yes, Jeff wants Django to eventually include this as the default way to run the command line utilities. Michael #2: django-unicorn: The magical reactive component framework for Django Add modern site functionality: Quickly add in simple interactions to regular Django templates without learning a new templating language.Skip the JavaScript build toolsNo API required: Skip creating a bunch of serializers and just use Django. Brian #3: Testing some tidbits Ned BatchelderDifferent ways to test to see if a string has only 0 or 1 in it.And also, a way to check all the different ways to make sure they work.Fun post, and I learned about cleandoc - a way to strip leading blank space and maintain code block indentation I usually use textwrap.dedent()partition - splitting strings based on a substringUsing | to pass imports to eval() - I don't use eval much.However, no pytest! Here’s a way to check all this with pytest: Testing some tidbits with pytest Michael #4: The State of Python 2024 article Python usage with other languages drops as general adoption grows41% of Python developers have under 2 years of experiencePython learning expands through diverse channelsThe Python 2 vs. 3 divide is in the distant pastFlask, Django, and FastAPI remain top Python web frameworksMost Python web apps run on hyperscale cloudsContainers over VMs over hardwareuv takes Python packaging by storm Extras Brian: More Django: Dracula Theme for Django Admin Michael: Zen Browser updateOffice refreshTranscripts (in some players) Joke: Volkswagen, passing all the tests
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    30 分
  • #413 python-build-standalone finds a home
    2024/12/09
    Topics covered in this episode: jiterA new home for python-build-standalonemoka-pyuv: An In-Depth GuideExtrasJokeWatch on YouTube About the show Sponsored by us! Support our work through: Our courses at Talk Python TrainingThe Complete pytest CoursePatreon Supporters Connect with the hosts Michael: @mkennedy@fosstodon.org / @mkennedy.codes (bsky)Brian: @brianokken@fosstodon.org / @brianokken.bsky.socialShow: @pythonbytes@fosstodon.org / @pythonbytes.fm (bsky) Join us on YouTube at pythonbytes.fm/live to be part of the audience. Usually Monday at 10am PT. Older video versions available there too. Finally, if you want an artisanal, hand-crafted digest of every week of the show notes in email form? Add your name and email to our friends of the show list, we'll never share it. Michael #1: jiter Fast iterable JSON parser.About to be the backend for Pydantic and Logfire. Currently powers OpenAI / ChatGPT (along with Pydantic itself), at least their Python library, maybe more.jiter has three interfaces: JsonValue an enum representing JSON dataJiter an iterator over JSON dataPythonParse which parses a JSON string into a Python objectjiter-python - This is a standalone version of the JSON parser used in pydantic-core. The recommendation is to only use this package directly if you do not use pydantic Brian #2: A new home for python-build-standalone Charlie MarshSee also Transferring Python Build Standalone Stewardship to Astral from Gregory Szorcpython-build-standalone is the project that has prebuilt binaries for different architectures.used by uv python install 3.12 and uv venv .venv --python 3.12 and uv syncThis is good stability news for everyone.Interesting discussion of prebuilt Python from Charlie Michael #3: moka-py A high performance caching library for Python written in Rustmoka-py is a Python binding for the highly efficient Moka caching library written in Rust. This library allows you to leverage the power of Moka's high-performance, feature-rich cache in your Python projects.Features Synchronous Cache: Supports thread-safe, in-memory caching for Python applications.TTL Support: Automatically evicts entries after a configurable time-to-live (TTL).TTI Support: Automatically evicts entries after a configurable time-to-idle (TTI).Size-based Eviction: Automatically removes items when the cache exceeds its size limit using the TinyLFU policy.Concurrency: Optimized for high-performance, concurrent access in multi-threaded environments. Brian #4: uv: An In-Depth Guide On SaaS Pegasus blog, so presumably by Cory ZueGood intro to uvAlso a nice list of everyday commands Install python: uv python install 3.12 I don’t really use this anymore, as uv venv .venv --python 3.12 or uv sync install if necessarycreate a virtual env: uv venv .venv --python 3.12install stuff: uv pip install djangoadd project dependenciesbuild pinned dependenciesAlso discussion about adopting the new workflow Extras Brian: PydanticAI - not sure why I didn’t see that comingIn the “good to know” and “commentary on society” area: Anti-Toxicity Features on BlueskyThe WIRED Guide to Protecting Yourself From Government Surveillance Michael: Go sponsor a bunch of projects on GitHubRegistration is open for PyCon Joke: Inf
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    31 分
  • #412 Closing the loop
    2024/12/02
    Topics covered in this episode: Loop targetsasyncstdlibBagels: TUI Expense Trackerrloop: An AsyncIO event loop implemented in RustExtrasJokeWatch on YouTube About the show Sponsored by us! Support our work through: Our courses at Talk Python TrainingThe Complete pytest CoursePatreon Supporters Connect with the hosts Michael: @mkennedy@fosstodon.org / @mkennedy.codes (bsky)Brian: @brianokken@fosstodon.org / @brianokken.bsky.socialShow: @pythonbytes@fosstodon.org / @pythonbytes.fm (bsky) Join us on YouTube at pythonbytes.fm/live to be part of the audience. Usually Monday at 10am PT. Older video versions available there too. Finally, if you want an artisanal, hand-crafted digest of every week of the show notes in email form? Add your name and email to our friends of the show list, we'll never share it. Brian #1: Loop targets Ned BatchelderI don’t think I would have covered this had it not been the surprising opposition to Ned’s code.Here’s the snippet: params = { "query": QUERY, "page_size": 100, } *# Get page=0, page=1, page=2, ...* **for** params["page"] in itertools.count(): data = requests.get(SEARCH_URL, params).json() **if** not data["results"]: **break** ... Ned is utilizing the assignment in the for loop to use the value of count() and store it into the params["page"].The article includes another version with a temp variable page_num, which I think the naysayers would prefer.But frankly, I think both are fine. Why not put the value right where you want it? Michael #2: asyncstdlib The asyncstdlib library re-implements functions and classes of the Python standard library to make them compatible with async callables, iterables and context managers. It is fully agnostic to async event loops and seamlessly works with asyncio, third-party libraries such as trio, as well as any custom async event loop.Full set of async versions of advantageous standard library helpers, such as zip, map, enumerate, functools.reduce, itertools.tee, itertools.groupby and many others.Safe handling of async iterators to ensure prompt cleanup, as well as various helpers to simplify safely using custom async iterators.Small but powerful toolset to seamlessly integrate existing sync code into async programs and libraries. Brian #3: Bagels: TUI Expense Tracker Jax Tam“Bagels expense tracker is a TUI application where you can track and analyse your money flow, with convenience oriented features and a complete interface.Why an expense tracker in the terminal? I found it easier to build a habit and keep an accurate track of my expenses if I do it at the end of the day, instead of on the go. So why not in the terminal where it's fast, and I can keep all my data locally?”Who hasn’t wanted to write their own expense tracker?This implementation is fun for lots of reasons It’s still new and pretty small, so forking it for your own uses should be easyBuilt on textual is funinstall instructions based on uv tool seems to be the new normal: uv tool install --python 3.13 bagelstest suite startedpretty useful as is, actuallyNice that it includes a roadmap of future goalsWould be a fun project to help out with for anyone looking for anyone looking for a shiny new codebase to contribute to. Michael #4: rloop: An AsyncIO event loop implemented in Rust An AsyncIO event loop implemented in RustFrom Giovanni Barillari, Creator of GranianRLoop is an AsyncIO event loop implemented in Rust on top of the mio crate.Disclaimer: This is a work in progress and definitely not ready for production usage.Run asyncio.set_event_loop_policy(rloop.EventLoopPolicy()) and done.Similar to uvloop. Extras Brian: I’m currently listening to Four Thousand Weeks - Time Management for Mortals by Oliver Burkeman for the second time. Highly recommend. Development Advent Calendars for 2024 - Adrian RoselliBlack Friday at PythonTest.com Michael: Docker cluster monitorCompare engagement across Mastodon / Bsky / Twitter https://bsky.app/profile/pythonbytes.fm/post/3lbseqgr5m22zhttps://fosstodon.org/@pythonbytes/113545509565796190https://x.com/pythonbytes/status/1861166179236319288Back on #277 we talked about StrEnum. Got a nice chance to use it this weekend.Maybe FinanceGo sponsor a bunch of projects on GitHubBlack Friday at Talk Python Joke: CTRL + X onion
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    26 分
  • #411 TLS Client: Hello <>
    2024/11/25
    Topics covered in this episode: Talk Python rewritten in QuartPyPI now supports digital attestationsDjango Rusty TemplatesPEP 639 is now supported by PYPIExtrasJokeWatch on YouTube About the show Sponsored by us! Support our work through: Our courses at Talk Python TrainingThe Complete pytest CoursePatreon Supporters Connect with the hosts Michael: @mkennedy@fosstodon.org / @mkennedy.codes (bsky)Brian: @brianokken@fosstodon.org / @brianokken.bsky.socialShow: @pythonbytes@fosstodon.org / @pythonbytes.fm (bsky) Join us on YouTube at pythonbytes.fm/live to be part of the audience. Usually Monday at 10am PT. Older video versions available there too. Finally, if you want an artisanal, hand-crafted digest of every week of the show notes in email form? Add your name and email to our friends of the show list, we'll never share it. Michael #1: Talk Python rewritten in Quart Rewrote all of talkpython.fm in Quart (10k lines of code total, 4k changed)Considered FastAPILitestarDjangoHugo Static Site + PythonFlaskDiscussed the multistage upgrade / conversion processAutomating tests for all 1,000 pages Brian #2: PyPI now supports digital attestations Dustin Ingram“Attestations provide a verifiable link to an upstream source repository: By signing with the identity of the upstream source repository, such as in the case of an upload of a project built with GitHub Actions, PyPI's support for digital attestations defines a strong and verifiable association between a file on PyPI and the source repository, workflow, and even the commit hash that produced and uploaded the file. Additionally, publishing attestations to a transparency log helps mitigate against both compromise of PyPI and compromise of the projects themselves.”For maintainers If using GH Actions and Trusted Publishing make sure you use pypa/gh-action-pypi-publish, version v1.11.0 or newerthat’s itIf not “Support for automatic attestation generation and publication from other Trusted Publisher environments is planned.”“While not recommended, maintainers can also manually generate and publish attestations.”See also PyPI Introduces Digital Attestations to Strengthen Python Package Security by Sarah GoodingAre we PEP 740 yet? Michael #3: Django Rusty Templates by Lily FooteAn experimental reimplementation of Django's templating language in Rust.Goals 100% compatibility of rendered output.Error reporting that is at least as useful as Django's errors.Improved performance over Django's pure Python implementation. Brian #4: PEP 639 is now supported by PYPI from Brett CannonPEP 639 – Improving License Clarity with Better Package MetadataFor project metadata, use these fields: license and license-files:Examples license field [project] license = "MIT" [project] license = "MIT AND (Apache-2.0 OR BSD-2-clause)" [project] license = "MIT OR GPL-2.0-or-later OR (FSFUL AND BSD-2-Clause)" [project] license = "LicenseRef-Proprietary" Examples of license-files: [project] license-files = ["LICEN[CS]E*", "AUTHORS*"] [project] license-files = ["licenses/LICENSE.MIT", "licenses/LICENSE.CC0"] [project] license-files = ["LICENSE.txt", "licenses/*"] [project] license-files = [] Extras Brian: Playground Wisdom: Threads Beat Async/Await - interesting read from Armin Ronacher about different language abstractions around concurrency.PythonTest.com Discord community is now live Launched last week, as of this morning we’ve got 89 membersAnyone already a pythontest community member has received an inviteAnyone can join through courses.pythontest.comEverything at pythontest.com is 20% off through Dec 2 with code turkeysale2024“Python Testing with pytest” eBook 40% off through Dec 2, use code turkeysale2024 Michael: Python 3.14.0a2 releasedStarter packs: Michael’s Python people: https://bsky.app/starter-pack/mkennedy.codes/3lbdnupl26e2x Directory: https://blueskydirectory.com/starter-packs/all Joke: curl - heavy metal style!
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    40 分
  • #410 Entering the Django core
    2024/11/18
    Topics covered in this episode: Thoughts on Django’s CorefuturepoolDon't return named tuples in new APIsZiglang: Migrating from AWS to Self-HostingExtrasJokeWatch on YouTube About the show Sponsored by us! Support our work through: Our courses at Talk Python TrainingThe Complete pytest CoursePatreon Supporters Connect with the hosts Michael: @mkennedy@fosstodon.org / @mkennedy.codes (bsky)Brian: @brianokken@fosstodon.org / @brianokken.bsky.socialShow: @pythonbytes@fosstodon.org / @pythonbytes.fm (bsky) Join us on YouTube at pythonbytes.fm/live to be part of the audience. Usually Monday at 10am PT. Older video versions available there too. Finally, if you want an artisanal, hand-crafted digest of every week of the show notes in email form? Add your name and email to our friends of the show list, we'll never share it. Brian #1: Thoughts on Django’s Core Carlton GibsonGreat discussion on Django and Core vs PluginsSustainability with limited peopleKeeping core smallThe release cycleeembrace plugins vs endorsing plugins. Michael #2: futurepool via Pat DeckerTakes the concept of multiprocessing Pool to the async/await world.Create a pool then delegate the work: async with FuturePool(2) as fp: result = await fp.map(async_pool_fn, range(10)) I would LOVE to see something like this in a broader background asyncio worker pool concept.But that concept doesn’t exist in asyncio in Python and that’s a failing of the framework IMO. Brian #3: Don't return named tuples in new APIs Brett CannonFirst off, I’m grateful for any post that talks about APIs and the API is a module, class, or package API and not a Web/REST API. The term API existed long before the internet.“e.g., get_mouse_position() very likely has a two-item tuple of X and Y coordinates of the screen”“it actually makes your API more complex for both you and your users to use. For you, it doubles the data access API surface for your return type as you have to now support index-based and attribute-based data access forever (or until you choose to break your users and change your return type so it doesn't support both approaches)”“… you probably don't want people doing with your return type, like slicing, iterating over all the items …”Alternatives classdataclassdictionaryTypedDictSimpleNamespace“My key point in all of this is to prefer readability and ergonomics over brevity in your code. That means avoiding named tuples except where you are expanding to tweaking an existing API where the named tuple improves over the plain tuple that's already being used.” Michael #4: Ziglang: Migrating from AWS to Self-Hosting The Rust Foundation for example, reports that they spent $404,400 on infrastructure costs in 2023.Zig lang has decided to use a single big cloud machine + mirrors Extras Brian: Changing the Python Test community Was started to answer questions for Test & Code listeners years ago. Primarily pytest questionsUsed to be Slack. Then moved to Podia forum. Now I’m trying to work out a Discord solution that is both sustainable and usable. Michael: PWang Bsky essayBuilding A Business From Python Expertise - Michael Kennedy on Work Item PodcastSubscribe to package releases, just put .atom on the end of their releases URL, for example: github.com/mikeckennedy/jinja_partials/releases ← add .atom for RSSpytest-bdd 8.0.0 was just released via Jamie Thomson The big feature (in Jamie’s opinion) is the addition of data tables https://github.com/pytest-dev/pytest-bdd/blob/master/CHANGES.rst#800---2024-11-14 Joke: Breaking: JavaScript Developer Commits to Framework for Record-Breaking 3 Weeks
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    31 分
  • #409 We've moved to Hetzner write-up
    2024/11/14
    Topics covered in this episode: terminal-treeposting: The API client that lives in your terminalExtra, extra, extraUV does everything or enough that I'm not sure what else it needs to doExtrasJokeWatch on YouTube About the show Sponsored by: ScoutAPM - Django Application Performance MonitoringCodeium - Free AI Code Completion & Chat Connect with the hosts Michael: @mkennedy@fosstodon.org / @mkennedy.codes (bsky)Brian: @brianokken@fosstodon.org / @brianokken.bsky.socialShow: @pythonbytes@fosstodon.org / @pythonbytes.fm (bsky) Join us on YouTube at pythonbytes.fm/live to be part of the audience. Usually Monday at 10am PT. Older video versions available there too. Finally, if you want an artisanal, hand-crafted digest of every week of the show notes in email form? Add your name and email to our friends of the show list, we'll never share it. Michael #1: terminal-tree An experimental filesystem navigator for the terminal, built with TextualTested in macOS only at this point. Chances are very high it works on Linux. Slightly lower chance (but non-zero) that it works on Windows. Can confirm it works on Linux Brian #2: posting: The API client that lives in your terminal Also uses TextualFrom Darren BurnsInteresting that the installation instructions recommends using uv: uv tool install --python 3.12 postingVery cool. Great docs. Beautiful. keyboard centric, but also usable with a mouse.“Fly through your API workflow with an approachable yet powerful keyboard-centric interface. Run it locally or over SSH on remote machines and containers. Save your requests in a readable and version-control friendly format.”Able to save multiple environmentsGreat colorsAllows scripting to run Python code before and after requests to prepare headers, set variables, etc. Michael #3: Extra, extra, extra spaCy course swag give-away, enter for freeNew essay: Opposite of Cloud Native is?News: We've moved to HetznerNew package: Introducing chameleon-flask packageNew release: Listmonk Python clientTIOBE UpdatePEP 750 – Template StringsCanary emailLeft Omnivore, for Pocket, left Pocket for, …, landed on Instapaper Supports direct import from Omnivore and PocketThough Hoarder is compellingTrying out Zen Browser Wasn’t a fan of Arc (especially now) but the news turned me on to Zen Brian #4: UV does everything or enough that I'm not sure what else it needs to do Jeff Triplett“UV feels like one of those old infomercials where it solves everything, which is where we have landed in the Python world.”“My favorite feature is that UV can now bootstrap a project to run on a machine that does not previously have Python installed, along with installing any packages your application might require.”Partial list (see Jeff’s post for his complete list) uv pip install replaces pip installuv venv replaces python -m venvuv run, uv tool run, and uv tool install replaces pipxuv build - Build your Python package for pypiuv publish - Upload your Python package to pypi, replacing twine and flit publish Extras Brian: Coverage.py originally was just one fileTrying out BlueSky brianokken.bsky.social Not because of Taylor Swift, but nice. There are a lot of Python people there. Joke: How programmers sleep
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    35 分
  • #408 python-preference only-managed 3.13t
    2024/11/04
    Topics covered in this episode: GitHub action security: zizmorPython is now the top language on GitHubPython 3.13, what didn't make the headlinesPyCon US 2025ExtrasJokeWatch on YouTube About the show Sponsored by: ScoutAPM - Django Application Performance MonitoringCodeium - Free AI Code Completion & Chat Connect with the hosts Michael: @mkennedy@fosstodon.orgBrian: @brianokken@fosstodon.orgShow: @pythonbytes@fosstodon.org Join us on YouTube at pythonbytes.fm/live to be part of the audience. Usually Monday at 10am PT. Older video versions available there too. Finally, if you want an artisanal, hand-crafted digest of every week of the show notes in email form? Add your name and email to our friends of the show list, we'll never share it. Brian #1: GitHub action security: zizmor Article: Ned Batchelder zizmor: William Woodruff & others“a new tool to check your GitHub action workflows for security concerns.”Install with cargo or brew, then point it at workflow yml files.It reports security concerns. Michael #2: Python is now the top language on GitHub Thanks to Pat Decker for the heads up.A rapidly growing number of developers worldwide This suggests AI isn’t just helping more people learn to write code or build software faster—it’s also attracting and helping more people become developers. First-time open source contributors continue to show wide-scale interest in AI projects. But we aren’t seeing signs that AI has hurt open source with low-quality contributions.Python is now the most used language on GitHub as global open source activity continues to extend beyond traditional software development. The rise in Python usage correlates with large communities of people joining the open source community from across the STEM world rather than the traditional community of software developers.There’s a continued increase in first-time contributors to open source projects. 1.4 million new developers globally joined open source with a majority contributing to commercially backed and generative AI projects. Notably, we did not see a rise in rejected pull requests. This could indicate that quality remains high despite the influx of new contributors. Brian #3: Python 3.13, what didn't make the headlines Some pretty cool updates to pdb : the command line Python debugger multiline editingcode completion pathlib has a bunch of performance updatespython -m venv adds a .gitignore file that auto ignores the venv. Michael #4: PyCon US 2025 Site is live with CFP and datesHealth code is finally reasonable: “Masks are Encouraged but not Required”PyCon US 2025 Dates Tutorials - May 14-15, 2025Sponsor Presentations - May 15, 2025Opening Reception - May 15, 2025Main Conference and Online - May 16-18, 2025Job Fair - May 18, 2025Sprints - May 19-May 22, 2025 Extras Brian: Please publish and share more - Jeff Triplett Michael: pre-commit-uv Just spoke with Sefanie Molin about pre-commit hooks on Talk PythonCurse you Omnivore!We have moved to hetzner Typora markdown appfree-threaded Python is now available via uv uv self update uv python install --python-preference only-managed 3.13t Joke: Debugging char
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    31 分