Topics covered in this episode: Starlette 1.0.0 Astral to join OpenAI uv audit Fire and forget (or never) with Python’s asyncio 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 / @mkennedy.codes (bsky) Brian: @brianokken@fosstodon.org / @brianokken.bsky.social Show: @pythonbytes@fosstodon.org / @pythonbytes.fm (bsky) Join us on YouTube at pythonbytes.fm/live to be part of the audience. Usually Monday at 11am 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: Starlette 1.0.0 As a reminder, Starlette is the foundation for FastAPI Starlette 1.0 is here! - fun blog post from Marcello Trylesinski “The changes in 1.0 were limited to removing old deprecated code that had been on the way out for years, along with a few bug fixes. From now on we'll follow SemVer strictly.” Fun comment in the “What’s next?” section: “Oh, and Sebastián, Starlette is now out of your way to release FastAPI 1.0. 😉” Related: Experimenting with Starlette 1.0 with Claude skills Simon Willison example of the new lifespan mechanism, very pytest fixture-like @contextlib.asynccontextmanager async def lifespan(app): async with some_async_resource(): print("Run at startup!") yield print("Run on shutdown!") app = Starlette( routes=routes, lifespan=lifespan ) Michael #2: Astral to join OpenAI via John Hagen, thanks Astral has agreed to join OpenAI as part of the Codex team Congrats Charlie and team Seems like **Ruff** and uv play an important roll. Perhaps ty holds the most value to directly boost Codex (understanding codebases for the AI) All that said, these were open source so there is way more to the motivations than just using the tools. After joining the Codex team, we'll continue building our open source tools. Simon Willison has thoughts discuss.python.org also has thoughts The Ars Technica article has interesting comments too It’s probably the death pyx Simon points out “pyx is notably absent from both the Astral and OpenAI announcement posts.” Brian #3: uv audit Submitted by Owen Lemont Pieces of uv audit have been trickling in. uv 0.10.12 exposes it to the cli help Here’s the roadmap for uv audit I tried it out on a package and found a security issue with a dependency not of the project, but of the testing dependencies but only if using Python Kinda cool Looks like it generates a uv.lock file, which includes dependencies for all project supported versions of Python and systems, which is a very thorough way to check for vulnerabilities. But also, maybe some pointers on how to fix the problem would be good. No --fix yet. Michael #4: Fire and forget (or never) with Python’s asyncio Python’s asyncio.create_task() can silently garbage collect your fire-and-forget tasks starting in Python 3.12 Formerly fine async code can now stop working, so heads up The fix? Use a set to upgrade to a strong ref and a callback to remove it Is there a chance of task-based memory leaks? Yeah, maybe. Extras Brian: Nobody Gets Promoted for Simplicity - interesting read and unfortunate truth in too many places. pytest-check - All built-in check helper functions in this list also accept an optional xfail reason. example: check.equal(actual, expected, xfail="known issue #123") Allows some checks to still cause a failure to happen because you no longer have to mark the whole test as xfail Michael: TurboAPI - FastAPI + Pydantic compatible framework in Zig (see follow up) Pyramid 2.1 is out (yes really! :) first release in 3 years) Vivaldi 7.9 adds minimalist hide mode. Migrated pythonbytes.fm and talkpython.fm to Raw+DC design pattern Robyn + Chameleon package Joke: We now have translation services

Topics covered in this episode: chardet ,AI, and licensing refined-github pgdog: PostgreSQL connection pooler, load balancer and database sharder Agentic Engineering Patterns 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 / @mkennedy.codes (bsky) Brian: @brianokken@fosstodon.org / @brianokken.bsky.social Show: @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: chardet ,AI, and licensing Thanks Ian Lessing Wow, where to start? A bit of legal precedence research. Chardet dispute shows how AI will kill software licensing, argues Bruce Perens on the Register Also see this GitHub issue. Dan Blanchard, maintainer of a Python character encoding detection library called chardet, released a new version of the library under a new software license. (LGPL → MIT) Dan is allowed to make this change because v7 is a complete “clean room” rewrite using AI BTW, v7 is WAY better: The result is a 48x increase in detection speed for a project that lives in the hot loops of many projects. That will lead to noticeable performance increases for literally millions of users (the package gets ~130M downloads per month). It paves a path towards inclusion in the standard library (assuming they don’t institute policies against using AI tools). Thread-safe detect() and detect_all() with no measurable overhead; scales on free-threaded Python 3.13t+ An individual claiming to be Mark Pilgrim, the original creator of the library, opened an issue in the project's GitHub repo arguing that Blanchard had no right to change the software license, citing the LPGL requirement that the license remain unchanged. A 'complete rewrite' is irrelevant, since they had ample exposure to the originally licensed code (i.e. this is not a 'clean room' implementation). Blanchard disagreed, citing how version 7.0.0 and 6.0.0 compare when subjected to JPlag, a library for detecting plagiarism. Blanchard told The Register he had wanted to get chardet added to the Python standard library for more than a decade since it’s a core dependency to most Python projects. Brian #2: refined-github Suggested by Matthias Schöttle A browser plugin that improves the GitHub experience A sampling Adds a build/CI status icon next to the repo’s name. Adds a link back to the PR that ran the workflow. Enables tab and shift tab for indentation in comment fields. Auto-resizes comment fields to fit their content and no longer show scroll bars. Highlights the most useful comment in issues. Changes the default sort order of issues/PRs to Recently updated. But really, it’s a huge list of improvements Michael #3: pgdog: PostgreSQL connection pooler, load balancer and database sharder PgDog is a proxy for scaling PostgreSQL. It supports connection pooling, load balancing queries and sharding entire databases. Written in Rust, PgDog is fast, secure and can manage thousands of connections on commodity hardware. Features PgDog is an application layer load balancer for PostgreSQL Health Checks: PgDog maintains a real-time list of healthy hosts. When a database fails a health check, it's removed from the active rotation and queries are re-routed to other replicas Single Endpoint: PgDog can detect writes (e.g. INSERT, UPDATE, CREATE TABLE, etc.) and send them to the primary, leaving the replicas to serve reads Failover: PgDog monitors Postgres replication state and can automatically redirect writes to a different database if a replica is promoted Sharding: PgDog is able to manage databases with multiple shards Brian #4: Agentic Engineering Patterns Simon Willison So much great stuff here, especially Anti-patterns: things to avoid And 3 sections on testing Red/green TDD First run the test Agentic manual testing Extras Brian: uv python upgrade will upgrade all versions of Python installed with uv to latest patch release suggested by John Hagen Coding After Coders: The End of Computer Programming as We Know It NY Times Article Suggested by Christopher Best quote: “Pushing code that fails pytest is unacceptable and embarrassing.” Michael: Talk Python Training users get a better account dashboard Package Managers Need to Cool Down Will AI Kill Open Source, article + video My Always activate the venv is now a zsh-plugin, sorta. Joke: Ergonomic keyboard Also pretty good and related: Claude Code Mandated Links legal precedence research Chardet dispute shows how AI will kill software licensing, argues Bruce Perens this GitHub issue citing JPlag refined-github Agentic Engineering Patterns Anti-patterns: things to avoid Red/green TDD First run the test Agentic manual testing uv python upgrade Coding After Coders: The End of Computer Programming as We Know It Suggested by Christopher a better account dashboard Package Managers Need to Cool Down Will AI Kill Open Source Always activate the venv now a zsh-plugin Ergonomic keyboard Claude Code Mandated claude-mandated.png blobs.pythonbytes.fm/keyboard-joke.jpeg?cache_id=a6026b

Topics covered in this episode: Setting up a Python monorepo with uv workspaces cattrs: Flexible Object Serialization and Validation Learning to program in the AI age VS Code extension for FastAPI and friends 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 / @mkennedy.codes (bsky) Brian: @brianokken@fosstodon.org / @brianokken.bsky.social Show: @pythonbytes@fosstodon.org / @pythonbytes.fm (bsky) Join us on YouTube at pythonbytes.fm/live to be part of the audience. Usually Monday at 11am 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: Setting up a Python monorepo with uv workspaces Dennis Traub The 3 things Give the Root a Distinct Name Use workspace = true for Inter-Package Deps Use importlib Mode for pytest Michael #2: cattrs: Flexible Object Serialization and Validation cattrs is a Swiss Army knife for (un)structuring and validating data in Python. A natural alternative/follow on from DataClass Wizard Converts to ←→ from dictionaries cattrs also focuses on functional composition and not coupling your data model to its serialization and validation rules. When you’re handed unstructured data (by your network, file system, database, …), cattrs helps to convert this data into trustworthy structured data. Batteries Included: cattrs comes with pre-configured converters for a number of serialization libraries, including JSON (standard library, orjson, UltraJSON), msgpack, cbor2, bson, PyYAML, tomlkit and msgspec (supports only JSON at this time). Brian #3: Learning to program in the AI age Jose Blanca “I teach a couple of introductory Python courses and I've been thinking about which advice to give to my students, that are studying how to program for the first time. I have collected my ideas in these blog posts” Why learning to program is as useful as ever, even with powerful AI tools available. How to use AI as a tutor rather than a shortcut, and why practice remains the key to real understanding. What the real learning objectives are: mental models, managing complexity, and thinking like a software developer. Michael #4: VS Code extension for FastAPI and friends Enhances the FastAPI development experience in Visual Studio Code Path Operation Explorer: Provides a hierarchical tree view of all FastAPI routes in your application. Search for routes: Use the Command Palette and quickly search for routes by path, method, or name. CodeLens links appear above HTTP client calls like client.get('/items'), letting you jump directly to the matching route definition. Deploy your application directly to FastAPI Cloud from the status bar with zero config. View real-time logs from your FastAPI Cloud deployed applications directly within VS Code. Install from Marketplace. Extras Brian: Guido van Rossum interviews key Python developers from the first 25 years Interview with Brett Cannon Interview with Thomas Wouters Michael: IntelliJ IDEA: The Documentary | An origin story video Cursor Joined the ACP Registry and Is Now Live in Your JetBrains IDE What hyper-personal software looks like I’m doing in-person training again (limited scope): On-site, hands-on AI engineering enablement for software teams with Michael Joke: Saas is dead

Topics covered in this episode: Raw+DC: The ORM pattern of 2026? pytest-check releases Dataclass Wizard SQLiteo - “native macOS SQLite browser built for normal people” 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 / @mkennedy.codes (bsky) Brian: @brianokken@fosstodon.org / @brianokken.bsky.social Show: @pythonbytes@fosstodon.org / @pythonbytes.fm (bsky) Join us on YouTube at pythonbytes.fm/live to be part of the audience. Usually Monday at 11am 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: Raw+DC: The ORM pattern of 2026? ORMs/ODMs provide great support and abstractions for developers They are not the native language of agentic AI Raw queries are trained 100x+ more than standard ORMs Using raw queries at the data access optimizes for AI coding Returning some sort of object mapped to the data optimizes for type safety and devs Brian #2: pytest-check releases 3 merged pull requests 8 closed issues at one point got to 0 PR’s and 1 enhancement request Now back to 2 issues and 1 PR, but activity means it’s still alive and being used. so cool Check out changelog for all mods A lot of changes around supporting mypy I’ve decided to NOT have the examples be fully --strict as I find it reduces readability See tox.ini for explanation But src is --strict clean now, so user tests can be --strict clean. Michael #3: Dataclass Wizard Simple, elegant wizarding tools for Python’s dataclasses. Features 🚀 Fast — code-generated loaders and dumpers 🪶 Lightweight — pure Python, minimal dependencies 🧠 Typed — powered by Python type hints 🧙 Flexible — JSON, YAML, TOML, and environment variables 🧪 Reliable — battle-tested with extensive test coverage No Inheritance Needed Brian #4: SQLiteo - “native macOS SQLite browser built for normal people” Adam Hill This is a fun tool, built by someone I trust. That trust part is something I’m thinking about a lot in these days of dev+agent built tools Some notes on my thoughts when evaluating I know mac rules around installing .dmg files not from the apple store are picky. And I like that But I’m ok with the override when something comes from a dev I trust The contributors are all Adam I’m still not sure how I feel about letting agents do commits in repos There’s “AGENTS” folder and markdown files in the project for agents, so Ad Extras Michael: PyTV Python Unplugged This Week IBM Crashes 11% in 4 Hours - $24 Billion Wiped Out After Anthropic's Claude Code Threatens the Entire COBOL Consulting Industry Loving my 40” ultrawide monitor more every day Updatest for updating all the mac things Ice has Thawed out (mac menubar app) Joke: House is read-only!

Topics covered in this episode: Better Python tests with inline-snapshot jolt Battery intelligence for your laptop Markdown code formatting with ruff act - run your GitHub actions locally 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 / @mkennedy.codes (bsky) Brian: @brianokken@fosstodon.org / @brianokken.bsky.social Show: @pythonbytes@fosstodon.org / @pythonbytes.fm (bsky) Join us on YouTube at pythonbytes.fm/live to be part of the audience. Usually Monday at 11am 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: Better Python tests with inline-snapshot Alex Hall, on Pydantic blog Great for testing complex data structures Allows you to write a test like this: from inline_snapshot import snapshot def test_user_creation(): user = create_user(id=123, name="test_user") assert user.dict() == snapshot({}) Then run pytest --inline-snapshot=fix And the library updates the test source code to look like this: def test_user_creation(): user = create_user(id=123, name="test_user") assert user.dict() == snapshot({ "id": 123, "name": "test_user", "status": "active" }) Now, when you run the code without “fix” the collected data is used for comparison Awesome to be able to visually inspect the test data right there in the test code. Projects mentioned inline-snapshot pytest-examples syrupy dirty-equals executing Michael #2: jolt Battery intelligence for your laptop Support for both macOS and Linux Battery Status — Charge percentage, time remaining, health, and cycle count Power Monitoring — System power draw with CPU/GPU breakdown Process Tracking — Processes sorted by energy impact with color-coded severity Historical Graphs — Track battery and power trends over time Themes — 10+ built-in themes with dark/light auto-detection Background Daemon — Collect historical data even when the TUI isn't running Process Management — Kill energy-hungry processes directly Brian #3: Markdown code formatting with ruff Suggested by Matthias Schoettle ruff can now format code within markdown files Will format valid Python code in code blocks marked with python, py, python3 or py3. Also recognizes pyi as Python type stub files. Includes the ability to turn off formatting with comment , blocks. Requires preview mode [tool.ruff.lint] preview = true Michael #4: act - run your GitHub actions locally Run your GitHub Actions locally! Why would you want to do this? Two reasons: Fast Feedback - Rather than having to commit/push every time you want to test out the changes you are making to your .github/workflows/ files (or for any changes to embedded GitHub actions), you can use act to run the actions locally. The environment variables and filesystem are all configured to match what GitHub provides. Local Task Runner - I love make. However, I also hate repeating myself. With act, you can use the GitHub Actions defined in your .github/workflows/ to replace your Makefile! When you run act it reads in your GitHub Actions from .github/workflows/ and determines the set of actions that need to be run. Uses the Docker API to either pull or build the necessary images, as defined in your workflow files and finally determines the execution path based on the dependencies that were defined. Once it has the execution path, it then uses the Docker API to run containers for each action based on the images prepared earlier. The environment variables and filesystem are all configured to match what GitHub provides. Extras Michael: Winter is coming: Frozendict accepted Django ORM stand-alone Command Book app announcement post Joke: Plug ‘n Paste

Topics covered in this episode: Command Book App uvx.sh: Install Python tools without uv or Python Ending 15 years of subprocess polling monty: A minimal, secure Python interpreter written in Rust for use by AI 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 / @mkennedy.codes (bsky) Brian: @brianokken@fosstodon.org / @brianokken.bsky.social Show: @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: Command Book App New app from Michael Command Book App is a native macOS app for developers, data scientists, AI enthusiasts and more. This is a tool I've been using lately to help build Talk Python, Python Bytes, Talk Python Training, and many more applications. It's a bit like advanced terminal commands or complex shell aliases, but hosted outside of your terminal. This leaves the terminal there for interactive commands, exploration, short actions. Command Book manages commands like "tail this log while I'm developing the app", "Run the dev web server with true auto-reload", and even "Run MongoDB in Docker with exactly the settings I need" I'd love it if you gave it a look, shared it with your team, and send me feedback. Has a free version and paid version. Build with Swift and Swift UI Check it out at https://commandbookapp.com Brian #2: uvx.sh: Install Python tools without uv or Python Tim Hopper Michael #3: Ending 15 years of subprocess polling by Giampaolo Rodola The standard library's subprocess module has relied on a busy-loop polling approach since the timeout parameter was added to Popen.wait() in Python 3.3, around 15 years ago The problem with busy-polling CPU wake-ups: even with exponential backoff (starting at 0.1ms, capping at 40ms), the system constantly wakes up to check process status, wasting CPU cycles and draining batteries. Latency: there's always a gap between when a process actually terminates and when you detect it. Scalability: monitoring many processes simultaneously magnifies all of the above. + L1/L2 CPU cache invalidations It’s interesting to note that waiting via poll() (or kqueue()) puts the process into the exact same sleeping state as a plain time.sleep() call. From the kernel's perspective, both are interruptible sleeps. Here is the merged PR for this change. Brian #4: monty: A minimal, secure Python interpreter written in Rust for use by AI Samuel Colvin and others at Pydantic Still experimental “Monty avoids the cost, latency, complexity and general faff of using a full container based sandbox for running LLM generated code. “ “Instead, it lets you safely run Python code written by an LLM embedded in your agent, with startup times measured in single digit microseconds not hundreds of milliseconds.” Extras Brian: Expertise is the art of ignoring - Kevin Renskers You don’t need to master the language. You need to master your slice. Learning everything up front is wasted effort. Experience changes what you pay attention to. I hate fish - Rands (Michael Lopp) Really about productivity systems And a nice process for dealing with email Michael: Talk Python now has a CLI New essay: It's not vibe coding - Agentic engineering GitHub is having a day Python 3.14.3 and 3.13.12 are available Wall Street just lost $285 billion because of 13 markdown files Joke: Silence, current side project!

Topics covered in this episode: django-bolt: Faster than FastAPI, but with Django ORM, Django Admin, and Django packages pyleak More Django (three articles) Datastar 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 / @mkennedy.codes (bsky) Brian: @brianokken@fosstodon.org / @brianokken.bsky.social Show: @pythonbytes@fosstodon.org / @pythonbytes.fm (bsky) Join us on YouTube at pythonbytes.fm/live to be part of the audience. Usually Monday at 11am 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: django-bolt : Faster than FastAPI, but with Django ORM, Django Admin, and Django packages Farhan Ali Raza High-Performance Fully Typed API Framework for Django Inspired by DRF, FastAPI, Litestar, and Robyn Django-Bolt docs Interview with Farhan on Django Chat Podcast And a walkthrough video Michael #2: pyleak Detect leaked asyncio tasks, threads, and event loop blocking with stack trace in Python. Inspired by goleak. Has patterns for Context managers decorators Checks for Unawaited asyncio tasks Threads Blocking of an asyncio loop Includes a pytest plugin so you can do @pytest.mark.no_leaks Brian #3: More Django (three articles) Migrating From Celery to Django Tasks Paul Taylor Nice intro of how easy it is to get started with Django Tasks Some notes on starting to use Django Julia Evans A handful of reasons why Django is a great choice for a web framework less magic than Rails a built-in admin nice ORM automatic migrations nice docs you can use sqlite in production built in email The definitive guide to using Django with SQLite in production I’m gonna have to study this a bit. The conclusion states one of the benefits is “reduced complexity”, but, it still seems like quite a bit to me. Michael #4: Datastar Sent to us by Forrest Lanier Lots of work by Chris May Out on Talk Python soon. Official Datastar Python SDK Datastar is a little like HTMX, but The single source of truth is your server Events can be sent from server automatically (using SSE) e.g yield SSE.patch_elements( f"""{datetime.now().isoformat()}""" ) Why I switched from HTMX to Datastar article Extras Brian: Django Chat: Inverting the Testing Pyramid - Brian Okken Quite a fun interview PEP 686 – Make UTF-8 mode default Now with status “Final” and slated for Python 3.15 Michael: Prayson Daniel’s Paper tracker Ice Cubes (open source Mastodon client for macOS) Rumdl for PyCharm, et. al cURL Gets Rid of Its Bug Bounty Program Over AI Slop Overrun Python Developers Survey 2026 Joke: Pushed to prod

Topics covered in this episode: GreyNoise IP Check tprof: a targeting profiler TOAD is out 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 / @mkennedy.codes (bsky) Brian: @brianokken@fosstodon.org / @brianokken.bsky.social Show: @pythonbytes@fosstodon.org / @pythonbytes.fm (bsky) Join us on YouTube at pythonbytes.fm/live to be part of the audience. Usually Monday at 11am 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: GreyNoise IP Check GreyNoise watches the internet's background radiation—the constant storm of scanners, bots, and probes hitting every IP address on Earth. Is your computer sending out bot or other bad-actor traffic? What about the myriad of devices and IoT things on your local IP? Heads up: If your IP has recently changed, it might not be you (false positive). Brian #2: tprof: a targeting profiler Adam Johnson Intro blog post: Python: introducing tprof, a targeting profiler Michael #3: TOAD is out Toad is a unified experience for AI in the terminal Front-end for AI tools such as OpenHands, Claude Code, Gemini CLI, and many more. Better TUI experience (e.g. @ for file context uses fuzzy search and dropdowns) Better prompt input (mouse, keyboard, even colored code and markdown blocks) Terminal within terminals (for TUI support) Brian #4: FastAPI adds Contribution Guidelines around AI usage Docs commit: Add contribution instructions about LLM generated code and comments and automated tools for PRs Docs section: Development - Contributing : Automated Code and AI Great inspiration and example of how to deal with this for popular open source projects “If the human effort put in a PR, e.g. writing LLM prompts, is less than the effort we would need to put to review it, please don't submit the PR.” With sections on Closing Automated and AI PRs Human Effort Denial of Service Use Tools Wisely Extras Brian: Apparently Digg is back and there’s a Python Community there Why light-weight websites may one day save your life - Marijke LuttekesHome Michael: Blog posts about Talk Python AI Integrations Announcing Talk Python AI Integrations ****on Talk Python’s Blog Blocking AI crawlers might be a bad idea on Michael’s Blog Already using the compile flag for faster app startup on the containers: RUN --mount=type=cache,target=/root/.cache uv pip install --compile-bytecode --python /venv/bin/python I think it’s speeding startup by about 1s / container. Biggest prompt yet? 72 pages, 11, 000 Joke: A date via From Pat Decker

Topics covered in this episode: Better Django management commands with django-click and django-typer PSF Lands a $1.5 million sponsorship from Anthropic How uv got so fast PyView Web Framework 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 / @mkennedy.codes (bsky) Brian: @brianokken@fosstodon.org / @brianokken.bsky.social Show: @pythonbytes@fosstodon.org / @pythonbytes.fm (bsky) Join us on YouTube at pythonbytes.fm/live to be part of the audience. Usually Monday at 11am 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: Better Django management commands with django-click and django-typer Lacy Henschel Extend Django manage.py commands for your own project, for things like data operations API integrations complex data transformations development and debugging Extending is built into Django, but it looks easier, less code, and more fun with either django-click or django-typer, two projects supported through Django Commons Michael #2: PSF Lands a $1.5 million sponsorship from Anthropic Anthropic is partnering with the Python Software Foundation in a landmark funding commitment to support both security initiatives and the PSF's core work. The funds will enable new automated tools for proactively reviewing all packages uploaded to PyPI, moving beyond the current reactive-only review process. The PSF plans to build a new dataset of known malware for capability analysis The investment will sustain programs like the Developer in Residence initiative, community grants, and infrastructure like PyPI. Brian #3: How uv got so fast Andrew Nesbitt It’s not just be cause “it’s written in Rust”. Recent-ish standards, PEPs 518 (2016), 517 (2017), 621 (2020), and 658 (2022) made many uv design decisions possible And uv drops many backwards compatible decisions kept by pip. Dropping functionality speeds things up. “Speed comes from elimination. Every code path you don’t have is a code path you don’t wait for.” Some of what uv does could be implemented in pip. Some cannot. Andrew discusses different speedups, why they could be done in Python also, or why they cannot. I read this article out of interest. But it gives me lots of ideas for tools that could be written faster just with Python by making design and support decisions that eliminate whole workflows. Michael #4: PyView Web Framework PyView brings the Phoenix LiveView paradigm to Python Recently interviewed Larry on Talk Python Build dynamic, real-time web applications using server-rendered HTML Check out the examples. See the Maps demo for some real magic How does this possibly work? See the LiveView Lifecycle. Extras Brian: Upgrade Django, has a great discussion of how to upgrade version by version and why you might want to do that instead of just jumping ahead to the latest version. And also who might want to save time by leapfrogging Also has all the versions and dates of release and end of support. The Lean TDD book 1st draft is done. Now available through both pythontest and LeanPub I set it as 80% done because of future drafts planned. I’m working through a few submitted suggestions. Not much feedback, so the 2nd pass might be fast and mostly my own modifications. It’s possible. I’m re-reading it myself and already am disappointed with page 1 of the introduction. I gotta make it pop more. I’ll work on that. Trying to decide how many suggestions around using AI I should include. It’s not mentioned in the book yet, but I think I need to incorporate some discussion around it. Michael: Python: What’s Coming in 2026 Python Bytes rewritten in Quart + async (very similar to Talk Python’s journey) Added a proper MCP server at Talk Python To Me (you don’t need a formal MCP framework btw) Example one: latest-episodes-mcp.png Example two: which-episodes-mcp.webp Implmented /llms.txt for Talk Python To Me (see talkpython.fm/llms.txt ) Joke: Reverse Superman

Topics covered in this episode: port-killer How we made Python's packaging library 3x faster CodSpeed 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 / @mkennedy.codes (bsky) Brian: @brianokken@fosstodon.org / @brianokken.bsky.social Show: @pythonbytes@fosstodon.org / @pythonbytes.fm (bsky) Join us on YouTube at pythonbytes.fm/live to be part of the audience. Usually Monday at 11am 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: port-killer A powerful cross-platform port management tool for developers. Monitor ports, manage Kubernetes port forwards, integrate Cloudflare Tunnels, and kill processes with one click. Features: 🔍 Auto-discovers all listening TCP ports ⚡ One-click process termination (graceful + force kill) 🔄 Auto-refresh with configurable interval 🔎 Search and filter by port number or process name ⭐ Favorites for quick access to important ports 👁️ Watched ports with notifications 📂 Smart categorization (Web Server, Database, Development, System) Brian #2: How we made Python's packaging library 3x faster Henry Schreiner Some very cool graphs demonstrating some benchmark data. And then details about how various speedups each being 2-37% faster the total adding up to about 3x speedup, or shaving 2/3 of the time. These also include nice write-ups about why the speedups were chosen. If you are trying to speed up part of your system, this would be good article to check out. Michael #3: AI’s Impact on dev companies On TailwindCSS: via Simon Tailwind is growing faster than ever and is bigger than it has ever been Its revenue is down close to 80%. 75% of the people on our engineering team lost their jobs here yesterday because of the brutal impact AI has had on our business. “We had 6 months left” Listen to the founder: “A Morning Walk” Super insightful video: Tailwind is in DEEP trouble On Stack Overflow: See video. SO was founded around 2009, first month had 3,749 questions December, SO had 3,862 questions asked Most of its live it had 200,000 questions per month That is a 53x drop! Brian #4: CodSpeed “CodSpeed integrates into dev and CI workflows to measure performance, detect regressions, and enable actionable optimizations.” Noticed it while looking through the GitHub workflows for FastAPI Free for small teams and open-source projects Easy to integrate with Python by marking tests with @pytest.mark.benchmark They’ve releases a GitHub action to incorporate benchmarking in CI workflows Extras Brian: Part 2 of Lean TDD released this morning, “Lean TDD Practices”, which has 9 mini chapters. Michael: Our Docker build just broke because of the supply chain techniques from last week (that’s a good thing!). Not a real issue, but really did catch an open CVE. Long passwords are bad now? ;) Joke: Check out my app!

Topics covered in this episode: ty: An extremely fast Python type checker and LSP Python Supply Chain Security Made Easy typing_extensions MI6 chief: We'll be as fluent in Python as we are in Russian Extras Joke Watch on YouTube About the show Connect with the hosts Michael: @mkennedy@fosstodon.org / @mkennedy.codes (bsky) Brian: @brianokken@fosstodon.org / @brianokken.bsky.social Show: @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: ty: An extremely fast Python type checker and LSP Charlie Marsh announced the Beta release of ty on Dec 16 “designed as an alternative to tools like mypy, Pyright, and Pylance.” Extremely fast even from first run Successive runs are incremental, only rerunning necessary computations as a user edits a file or function. This allows live updates. Includes nice visual diagnostics much like color enhanced tracebacks Extensive configuration control Nice for if you want to gradually fix warnings from ty for a project Also released a nice VSCode (or Cursor) extension Check the docs. There are lots of features. Also a note about disabling the default language server (or disabling ty’s language server) so you don’t have 2 running Michael #2: Python Supply Chain Security Made Easy We know about supply chain security issues, but what can you do? Typosquatting (not great) Github/PyPI account take-overs (very bad) Enter pip-audit. Run it in two ways: Against your installed dependencies in current venv As a proper unit test (so when running pytest or CI/CD). Let others find out first, wait a week on all dependency updates: uv pip compile requirements.piptools --upgrade --output-file requirements.txt --exclude-newer "1 week" Follow up article: DevOps Python Supply Chain Security Create a dedicated Docker image for testing dependencies with pip-audit in isolation before installing them into your venv. Run pip-compile / uv lock --upgrade to generate the new lock file Test in a ephemeral pip-audit optimized Docker container Only then if things pass, uv pip install / uv sync Add a dedicated Docker image build step that fails the docker build step if a vulnerable package is found. Brian #3: typing_extensions Kind of a followup on the deprecation warning topic we were talking about in December. prioinv on Mastodon notified us that the project typing-extensions includes it as part of the backport set. The warnings.deprecated decorator is new to Python 3.13, but with typing-extensions, you can use it in previous versions. But typing_extesions is way cooler than just that. The module serves 2 purposes: Enable use of new type system features on older Python versions. Enable experimentation with type system features proposed in new PEPs before they are accepted and added to the typing module. So cool. There’s a lot of features here. I’m hoping it allows someone to use the latest typing syntax across multiple Python versions. I’m “tentatively” excited. But I’m bracing for someone to tell me why it’s not a silver bullet. Michael #4: MI6 chief: We'll be as fluent in Python as we are in Russian "Advances in artificial intelligence, biotechnology and quantum computing are not only revolutionizing economies but rewriting the reality of conflict, as they 'converge' to create science fiction-like tools,” said new MI6 chief Blaise Metreweli. She focused mainly on threats from Russia, the country is "testing us in the grey zone with tactics that are just below the threshold of war.” This demands what she called "mastery of technology" across the service, with officers required to become "as comfortable with lines of code as we are with human sources, as fluent in Python as we are in multiple other languages." Recruitment will target linguists, data scientists, engineers, and technologists alike. Extras Brian: Next chapter of Lean TDD being released today, Finding Waste in TDD Still going to attempt a Jan 31 deadline for first draft of book. That really doesn’t seem like enough time, but I’m optimistic. SteamDeck is not helping me find time to write But I very much appreciate the gift from my fam Send me game suggestions on Mastodon or Bluesky. I’d love to hear what you all are playing. Michael: Astral has announced the Beta release of ty, which they say they are "ready to recommend to motivated users for production use." Blog post Release page Reuven Lerner has a video series on Pandas 3 Joke: Error Handling in the age of AI Play on the inversion of JavaScript the Good Parts

Topics covered in this episode: Has the cost of building software just dropped 90%? More on Deprecation Warnings How FOSS Won and Why It Matters Should I be looking for a GitHub alternative? Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/463

Topics covered in this episode: Deprecations via warnings docs PyAtlas: interactive map of the top 10,000 Python packages on PyPI. Buckaroo Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/462

Topics covered in this episode: PEP 798: Unpacking in Comprehensions Pandas 3.0.0rc0 typos A couple testing topics Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/461

Topics covered in this episode: Advent of Code starts today Django 6 is coming Advanced, Overlooked Python Typing codespell Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/460

Topics covered in this episode: PEP 814 – Add frozendict built-in type From Material for MkDocs to Zensical Tach Some Python Speedups in 3.15 and 3.16 Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/459

Topics covered in this episode: Possibility of a new website for Django aiosqlitepool deptry browsr Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/458

Topics covered in this episode: httptap 10 Smart Performance Hacks For Faster Python Code FastRTC Explore Python dependencies with pipdeptree and uv pip tree Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/457

Topics covered in this episode: The PSF has withdrawn a $1.5 million proposal to US government grant program A Binary Serializer for Pydantic Models T-strings: Python's Fifth String Formatting Technique? Cronboard Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/456

Topics covered in this episode: Cyclopts: A CLI library The future of Python web services looks GIL-free Free-threaded GC Polite lazy imports for Python package maintainers Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/455

Topics covered in this episode: djrest2 - A small and simple REST library for Django based on class-based views. Github CLI caniscrape - Know before you scrape. Analyze any website's anti-bot protections in seconds. 🐴 GittyUp Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/454

Topics covered in this episode: PyPI+ uv-ship - a CLI-tool for shipping with uv How fast is 3.14? air - a new web framework built with FastAPI, Starlette, and Pydantic. Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/453

Topics covered in this episode: Python 3.14 Free-threaded Python Library Compatibility Checker Claude Sonnet 4.5 Python 3.15 will get Explicit lazy imports Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/452

Topics covered in this episode: PostgreSQL 18 Released Testing is better than DSA (Data Structures and Algorithms) Pyrefly in Cursor/PyCharm/VSCode/etc Playwright & pytest techniques that bring me joy Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/451

Topics covered in this episode: pandas is getting pd.col expressions Cline, At-Cost Agentic IDE Tooling uv cheatsheet Ducky Network UI Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/450

Topics covered in this episode: Mozilla’s Lifeline is Safe After Judge’s Google Antitrust Ruling troml - suggests or fills in trove classifiers for your projects pqrs: Command line tool for inspecting Parquet files Testing for Python 3.14 Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/449

Topics covered in this episode: prek tinyio The power of Python’s print function Vibe Coding Fiasco: AI Agent Goes Rogue, Deletes Company's Entire Database Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/448

Topics covered in this episode: rathole pre-commit: install with uv A good example of what functools.Placeholder from Python 3.14 allows Converted 160 old blog posts with AI Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/447

Topics covered in this episode: pypistats.org was down, is now back, and there’s a CLI State of Python 2025 wrapt: A Python module for decorators, wrappers and monkey patching. pysentry Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/446

Topics covered in this episode: pyx - optimized backend for uv Litestar is worth a look Django remake migrations django-chronos Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/445

Topics covered in this episode: Coverage.py regex pragmas Python of Yore nox-uv A couple Django items Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/444

Topics covered in this episode: rumdl - A Markdown Linter written in Rust Coverage 7.10.0: patch aioboto3 You might not need a Python class Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/443

Topics covered in this episode: Open Source Security work isn't “Special” uv v0.8 Extra, Extra, Extra Announcing Toad - a universal UI for agentic coding in the terminal Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/442

Topics covered in this episode: Distributed sqlite follow up: Turso and Litestream PEP 792 – Project status markers in the simple index Run coverage on tests docker2exe: Convert a Docker image to an executable Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/441

Topics covered in this episode: Switching to direnv, Starship, and uv rqlite - Distributed SQLite DB Some Markdown Stuff Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/440

Topics covered in this episode: ty documentation site and uv migration guide uv build backend is now stable + other Astral news Refactoring long boolean expressions fastapi-ml-skeleton Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/439

Topics covered in this episode: Python Cheat Sheets from Trey Hunner Automatisch mureq-typed My CLI World Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/438

Topics covered in this episode: The Python Language Summit 2025 Fixing Python Properties complexipy juvio Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/437

Topics covered in this episode: Free-threaded Python no longer “experimental” as of Python 3.14 typed-ffmpeg pyleak Optimizing Test Execution: Running live_server Tests Last with pytest Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/436

Topics covered in this episode: platformdirs poethepoet - “ Poe the Poet is a batteries included task runner that works well with poetry or with uv.” Python Pandas Ditches NumPy for Speedier PyArrow pointblank: Data validation made beautiful and powerful Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/435

Topics covered in this episode: Making PyPI’s test suite 81% faster People aren’t talking enough about how most of OpenAI’s tech stack runs on Python PyCon Talks on YouTube Optimizing Python Import Performance Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/434

Topics covered in this episode: git-flight-rules Uravelling t-strings neohtop Introducing Pyrefly: A new type checker and IDE experience for Python Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/433

Topics covered in this episode: pre-commit: install with uv PEP 773: A Python Installation Manager for Windows (Accepted) Changes for Textual The Best Programmers I Know Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/432

Topics covered in this episode: pirel: Python release cycle in your terminal FastAPI Cloud Python's new t-strings Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/431

Topics covered in this episode: pip 25.1 has dependency groups, pylock.toml, plus more aiohttp goes free threaded uv 0.6.15 supports pylock.toml Whenever Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/430

Topics covered in this episode: Huly CVE Foundation formed to take over CVE program from MITRE drawdb 14 Advanced Python Features Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/429

Topics covered in this episode: How to Write a Git Commit Message Caddy Web Server Some new PEPs approved juv Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/428

Topics covered in this episode: Git Town solves the problem that using the Git CLI correctly PEP 751 – A file format to record Python dependencies for installation reproducibility git-who and watchgha Share Python Scripts Like a Pro: uv and PEP 723 for Easy Deployment Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/427

Topics covered in this episode: mdformat pre-commit-uv PEP 758 and 781 Serie: rich git commit graph in your terminal, like magic Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/426

Topics covered in this episode: Why aren't you using uv? Python Developer Tooling Handbook Calling all doc writers: blacken-docs Reinventing notebooks as reusable Python programs Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/425

Topics covered in this episode: The weird quirk with rounding in Python Python interpreter adds tail calls Remove punctuation from a string with translate and maketrans Extra, extra, extra Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/424

Topics covered in this episode: pysqlscribe A map of Python Rust, C++, and Python trends in jobs on Hacker News (February 2025) The features of Python's help() function Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/423

Topics covered in this episode: My 2025 uv-based Python Project Layout for Production Apps aiolimiter A peek into a possible future of Python in the browser Reloadium Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/422

Topics covered in this episode: httpdbg PyPI Now Supports iOS and Android Wheels for Mobile Python Development Arcade Game Platform goes 3.0 PEP 765 – Disallow return/break/continue that exit a finally block Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/421

Topics covered in this episode: PEP 772 – Packaging governance process Official Django MongoDB Backend Now Available in Public Preview Developer Philosophy Python 3.13.2 released Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/420

Topics covered in this episode: content-types package for better MIME types/Content-Type Wagtail 6.4 Build It Yourself Build backend popularity over time Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/419

Topics covered in this episode: In memoriam: Michael Foord 1974-2025 Valkey (Redis Replacement) 30 best practices for software development and testing mimetype.io Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/418

Topics covered in this episode: LLM Catcher On PyPI Quarantine process RESPX Unpacking kwargs with custom objects Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/417

Topics covered in this episode: Terminals & Shells Winloop: An Alternative library for uvloop compatibility with windows Ruff & uv uv-secure Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/416

Topics covered in this episode: dbos-transact-py Typed Python in 2024: Well adopted, yet usability challenges persist RightTyper Lazy self-installing Python scripts with uv Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/415

Topics covered in this episode: New project to shorten django-admin to django because we are not monsters django-unicorn: The magical reactive component framework for Django Testing some tidbits The State of Python 2024 article Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/414

Topics covered in this episode: jiter A new home for python-build-standalone moka-py uv: An In-Depth Guide Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/413

Topics covered in this episode: Loop targets asyncstdlib Bagels: TUI Expense Tracker rloop: An AsyncIO event loop implemented in Rust Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/412

Topics covered in this episode: Talk Python rewritten in Quart PyPI now supports digital attestations Django Rusty Templates PEP 639 is now supported by PYPI Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/411

Topics covered in this episode: Thoughts on Django’s Core futurepool Don't return named tuples in new APIs Ziglang: Migrating from AWS to Self-Hosting Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/410

Topics covered in this episode: terminal-tree posting: The API client that lives in your terminal Extra, extra, extra UV does everything or enough that I'm not sure what else it needs to do Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/409

Topics covered in this episode: GitHub action security: zizmor Python is now the top language on GitHub Python 3.13, what didn't make the headlines PyCon US 2025 Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/408

Topics covered in this episode: Python 3.14.0 alpha 1 is now available uv supports dependency groups dive: A tool for exploring each layer in a docker image pytest-metadata Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/407

Topics covered in this episode: Open Source Pledge Jeff Triplet's DjangoTV PEP 735 – Dependency Groups in pyproject.toml livereload Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/406

Topics covered in this episode: Briefer: Dashboards and notebooks in a single place Introduction to programming with Python setup-uv HTML for people Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/405

Topics covered in this episode: Python 3.13.0 released Oct 7 PEP 759 – External Wheel Hosting pytest-freethreaded pytest-edit Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/404

Topics covered in this episode: uv under discussion on Mastodon erdantic: Entity Relationship Diagrams Extra, Extra, Extra Django Extra, Extra, Extra Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/403

Topics covered in this episode: Architecture Decision Records (ADRs) narwhals: extremely lightweight compatibility layer between dataframes Microsoft wants Three Mile Island to fuel its AI power needs zsh-in-docker Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/402

Topics covered in this episode: “We must replace uwsgi by something else” Let’s build and optimize a Rust extension for Python Fake recruiter coding tests target devs with malicious Python packages Monthly PSF Board Office Hours Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/401

Topics covered in this episode: Python 3.13.0RC2, 3.12.6, 3.11.10, 3.10.15, 3.9.20, and 3.8.20 are now available! Docker images using uv's python 10 years of sustainable open source - Read the Docs humanize Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/400

Topics covered in this episode: Why I Still Use Python Virtual Environments in Docker Python Developer Survey Results Anaconda Code add-in for Microsoft Excel Disabling Scheduled Dependency Updates Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/399

Topics covered in this episode: Open Source Myths uv 0.3.0 and all the excitement Top pytest Plugins A comparison of hosts / providers for Python serverless functions (aka Faas) Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/398

Topics covered in this episode: pyawaitable Annotated area charts with plotnine DeltaDB PyCon US 2024 Recap + Videos are up Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/397

Topics covered in this episode: uv venv --python & uv python Python 3.12.5 released Compile and use dependencies for multiple Python versions in Tox Catalog of Dark Patterns Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/396

Topics covered in this episode: py-free-threading.github.io Python’s Supportive and Welcoming Environment is Tightly Coupled to Its Progress Status pages for sites! PEP 751 – A file format to list Python dependencies for installation reproducibility Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/395

Topics covered in this episode: Python is easy now Trying out free-threaded Python on macOS Module itertools overview uptime-kuma Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/394

Topics covered in this episode: Marimo: “Future of Notebooks” pytest 8.3.0 & 8.3.1 are out Python Language Summit 2024 bash-dungeon Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/393

Topics covered in this episode: 2024 PSF Board Election & Proposed Bylaw Change Results SATYRN: A modern Jupyter client for Mac Incident Report: Leaked GitHub Personal Access Token Extra extra extra Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/392

Topics covered in this episode: Vendorize packages from PyPI A Guide to Python's Weak References Using weakref Module Making Time Speak How Should You Test Your Machine Learning Project? A Beginner’s Guide Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/391

Topics covered in this episode: Joining Strings in Python: A "Huh" Moment 10 hard-to-swallow truths they won't tell you about software engineer job My thoughts on Python in Excel Extra, extra, extra Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/390

Topics covered in this episode: Solara UI Framework Coverage at a crossroads “Virtual” methods in Python classes Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/389

Topics covered in this episode: PSF Elections coming up Cloud engineer gets 2 years for wiping ex-employer’s code repos Python: Import by string with pkgutil.resolve_name() DuckDB goes 1.0 Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/388

Topics covered in this episode: Dataherald Python's many command-line utilities Distroless Python functools.cache , cachetools , and cachebox Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/387

Topics covered in this episode: NumPy 2.0 release date is June 16 Uvicorn adds multiprocess workers pixi JupyterLab 4.2 and Notebook 7.2 are available Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/386

Topics covered in this episode: PostgresREST How Python Asyncio Works: Recreating it from Scratch Bend The Smartest Way to Learn Python Regular Expressions Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/385

Topics covered in this episode: Git: Force push safely with --force-with-lease and --force-if-includes Thoughts from PyCon 2024 Being friendly: Strategies for friendly fork management tach Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/384

Topics covered in this episode: I asked 100 devs why they aren’t shipping faster. Here’s what I learned Python 3.13.0 beta 1 released A theme editor for JupyterLab rich-argparse Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/383

Topics covered in this episode: act: Run your GitHub Actions locally! portr Annotating args and kwargs in Python github badges Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/382

Topics covered in this episode: Announcing py2wasm: A Python to Wasm compiler Exploring Python packages with Oven and PyPI Browser PyCharm Local LLM Google shedding Python devs (at least in the US). Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/381

Topics covered in this episode: NumFOCUS concerns leaping pytest debugger llm Extra, Extra, Extra, PyPI has completed its first security audit Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/380

Topics covered in this episode: How to Set Up Pre-Commit Hooks A step-by-step guide to installing and configuring pre-commit hooks on your project. difftastic Quarto constable Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/379

Topics covered in this episode: pacemaker - For controlling time per iteration loop in Python. PyPI suspends new user registration to block malware campaign Python Project-Local Virtualenv Management Redux Python Edge Workers at Cloudflare Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/378

Topics covered in this episode: justpath xz back door LPython dramatic Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/377

Topics covered in this episode: 🤖 On Robots.txt niquests Every dunder method in Python Lockbox Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/376

Topics covered in this episode: pycountry Does Python have pointers? ingestr Make your terminal nice Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/375

Topics covered in this episode: 6 ways to improve the architecture of your Python project (using import-linter) Mountaineer Why Python's Integer Division Floors Hatchet Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/374

Topics covered in this episode: zoxide Smart CLIs with Typer Python recommended officially by the US Government Textual tutorials at Mouse vs Python Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/373

Topics covered in this episode: uv: Python packaging in Rust jpterm Everything You Can Do with Python's textwrap Module HTML First Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/372

Topics covered in this episode: AppleCrate One way to package Python code right now Flask8 but why? Extra, Extra, Extra Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/371

Topics covered in this episode: Dokku Summary of Major Changes Between Python Versions How to check Internet Speed via Terminal? speedtest-cli Blogs: We all should blog more Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/370

Topics covered in this episode: Granian pytest 8 is here Assorted Docker Goodies New GitHub Copilot Research Finds 'Downward Pressure on Code Quality' Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/369

Topics covered in this episode: Syntax Error #11: Debugging Python umami and umami-analytics pytest-suite-timeout Listmonk and (py) listmonk Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/368

Topics covered in this episode: Leaving the cloud PEP 723 - Inline script metadata Flet for Android harlequin: The SQL IDE for Your Terminal. Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/367

Topics covered in this episode: Python 3.13 gets a JIT UniDep - Unified Conda and Pip Dependency Management Don’t Start Pull Requests from Your Main Branch instld: The simplest package management Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/366

Topics covered in this episode: Hatch v1.8 svcs: A Flexible Service Locator for Python Steering Council 2024 Term Election Results Python protocols. When to use them in your projects to abstract and decoupling Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/365

Topics covered in this episode: A Python/Django Advent calendar Dropbase helps you build internal web apps with Python Real-world match/case Extra, extra, extra, so many extras! Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/364

Topics covered in this episode: Fixit 2: Meta’s next-generation auto-fixing linter FastUI Mail list / newsletter conversation CLIs from type hints Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/363

Topics covered in this episode: Habits of great software engineers Flask 3.0 Build Conway's Game of Life With Python polars business Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/362

Topics covered in this episode: The many shapes and sizes of keyboards appeal - a CLI framework from Larry Hastings Graphinate: Data to Graphs A Disorganized List of Maintainer Tasks Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/361

Topics covered in this episode: exclude_also with coverage.py Writeside Extra, extra, extra Chrome not proceeding with Web Integrity API deemed by many to be DRM Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/360

Topics covered in this episode: PyCon 2024 is up ? Ruff formatter is production ready gil--; Why is the Django Admin “Ugly”? Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/359

Topics covered in this episode: Django 5.0 beta 1 released git bash, terminals, and Windows Mastering Integration Testing with FastAPI Reuven Learner has been banned for trading in rare animals (Pythons and Pandas) Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/358

Topics covered in this episode: QuickMacHotKey Things I’ve learned about building CLI tools in Python Warp Terminal ( referral code ) Python 3.7 EOLed, but I hadn’t noticed Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/357

Topics covered in this episode: Psycopg 3 dacite RIP: Fast, barebones pip implementation in Rust Flaky Tests follow up Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/356

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 See the full show notes for this episode on the website at pythonbytes.fm/355

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 See the full show notes for this episode on the website at pythonbytes.fm/354

Topics covered in this episode: OverflowAI Switching to Hatch Alpha release of the Ruff formatter What is wrong with TOML? Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/353

Topics covered in this episode: Heliclockter - Like datetime, but more timezone-aware Wagtail 5 Git log customization MiniJinja template engine Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/352

Topics covered in this episode: mpire mopup - the macOS Python.org Updater Immortal Objects for Python Common Docstring Formats in Python Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/351

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 See the full show notes for this episode on the website at pythonbytes.fm/350

Topics covered in this episode: Omnivore app Djangonaut.space Server-side hot reload Python in Excel Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/349

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 See the full show notes for this episode on the website at pythonbytes.fm/348

Topics covered in this episode: async-timeout PyPI Project URLs Cheatsheet httpx-sse Creating a context manager in Python Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/347

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 See the full show notes for this episode on the website at pythonbytes.fm/346

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 See the full show notes for this episode on the website at pythonbytes.fm/345

See the full show notes for this episode on the website at pythonbytes.fm/344

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 See the full show notes for this episode on the website at pythonbytes.fm/343

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

See the full show notes for this episode on the website at pythonbytes.fm/316

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

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

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

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

Topics covered in this episode: Latexify prefixed dbt Memray p ytest 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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Topics covered in this episode: Faster routing for Flask & Quart Quarto: an open-source scientific and technical publishing system built on Pandoc Fl e t UI Building an authenticated Python CLI Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/295

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Topics covered in this episode: Subclassing in Python Redux Extra, Extra, Extra*7, 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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

See the full show notes for this episode on the website at pythonbytes.fm/214

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

See the full show notes for this episode on the website at pythonbytes.fm/162

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Topics covered in this episode: Debugging with f-strings in Python 3.8 Am I "real" software developer yet? De bugging 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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Topics covered in this episode: [play:0:29] pytest 4.4.0 [play:3:47] 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

Topics covered in this episode: [play:0:34] Deconstructing xkcd.com/1987/ [play:3:12] Python package as a CLI option [play:10:29] Refactoring Python Applications for Simplicity [play:14:15] FastAPI [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

Topics covered in this episode: [play:0:55] Combining and separating dictionaries [play:3:02] Why I Avoid Slack [play:7:57] Hunting for Memory Leaks in Python applications [play:13:06] Give Me Back My Monolith [play:18:23] Famous Laws Of Software Development [play:20:54] Beer Garden Plugins Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/122

Topics covered in this episode: [play:0:40] Futurize and Auto-Futurize [play:3:42] Tech blog writing live stream [play:8:50] bullet: Beautiful Python Prompts Made Simple [play:11:15] Hosting private pip packages using Azure Artifacts [play:13:15] Async/await for wxPython Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/121

Topics covered in this episode: [play:0:53] The Ultimate Guide To Memorable Tech Talks [play:3:56] Running Flask on Kubernetes [play:10:51] Python server setup for macOS 🍎 [play:12:52] Learn Enough Python to be Useful: argparse [play:14:56] 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

Topics covered in this episode: [play:0:52] 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 [play:11:37] asyncio + PyQt5/PySide2 [play:13:02] 4 things I want to see in Python 4.0 Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/119

Topics covered in this episode: [play:7:52] Data science is different now Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/118

See the full show notes for this episode on the website at pythonbytes.fm/117

Topics covered in this episode: [play:0:25] Inside python dict — an explorable explanation [play:2:37] Embed Python in Unreal Engine 4 [play:4:32] Redirecting stdout with contextlib [play:7:56] Panda3D [play:10:32] Why PyPI Doesn't Know Your Projects Dependencies [play:13:58] PyGame series Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/116

Topics covered in this episode: [play:1:03] Great Expectations [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 [play:14:59] 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

Topics covered in this episode: [play:0:37] What should be in the Python standard library? [play:9:00] Data Science portal for Home Assistant launched [play:12:17] What's the future of the pandas library? [play:16:17] PyOxidizer [play:19:31] Working With Files in Python [play:22:06] $ python == $ python3? Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/114

Topics covered in this episode: [play:1:01] Advent of Code 2018 Solutions [play:2:37] Python Lands on the Windows 10 App Store [play:7:06] How I Built A Python 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 Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/113

Topics covered in this episode: [play:0:56] nbgrader [play:3:22] profanity-check [play:9:05] Python Dependencies and IoC [play:16:59] A Gentle Introduction to Pandas [play:18:38] Don't use the greater than sign in programming Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/112

Topics covered in this episode: [play:0:46] loguru: Python logging made (stupidly) simple [play:6:08] Python gets a new governance model [play:12:16] Why you should be using pathlib [play:16:00] Altair and Altair Recipes [play:19:43] A couple fun pytest plugins [play:23:23] Secure 🔒 headers and cookies for Python web frameworks Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/111

See the full show notes for this episode on the website at pythonbytes.fm/110

Topics covered in this episode: [play:1:01] Python Descriptors Are Magical Creatures [play:3:38] Data Science Survey 2018 JetBrains [play:8:04] cache.py [play:11:54] Setting up the data science tools [play:14:03] chartify [play:15:23] CPython byte code explorer Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/109

Topics covered in this episode: [play:0:45] pyjanitor - for cleaning data [play:3:12] What Does It Take To Be An Expert At Python? [play:5:38] Awesome Python Applications [play:8:26] Django Core no more [play:12:06] 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

Topics covered in this episode: [play:0:52] glom: restructuring data, the Python way [play:5:31] Scientific GUI apps with TraitsUI [play:7:49] Pampy: The Pattern Matching for Python you always dreamed of [play:11:28] Google AI better than doctors at detecting breast cancer [play:15:37] 2018 Advent of Code [play:16:56] Red Hat Linux 8.0 Beta released, now (finally) updated to use Python 3.6 as default instead of 2.7 Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/107

Topics covered in this episode: [play:0:49] Dependency Management through a DevOps Lens [play:5:25] Plugins made simple with pluginlib [play:8:00] How to Test Your Django App with Selenium and pytest [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

Topics covered in this episode: [play:1:32] Colorizing and Restoring Old Images with Deep Learning [play:4:25] PlatformIO IDE for VSCode [play:7:35] Python Data Visualization 2018: Why So Many Libraries? [play: 11:21] coder.com - VS Code in the cloud [play:14:20] By Welcoming Women, Python’s Founder Overcomes Closed Minds In Open Source [play:19:40] Machine Learning Basics Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/105

Topics covered in this episode: [play:4:32] wily: A Python application for tracking, reporting on timing and complexity in tests and applications. [play:8:00] Latest VS Code has Juypter support [play:11:17] API Evolution the Right Way [play:16:10] PySimpleGUI now on Qt [play:19:57] Comparison of the 7 governance PEPs [play:23:54] Shiboken (from Qt for Python project) Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/104

Topics covered in this episode: [play:1:11] FEniCS [play:5:13] cursive_re [play:8:33] pyimagesearch [play:11:52] Visualization of Python development up till 2012 [play:14:37] Getting to 10x (Results): What Any Developer Can Learn from the Best [play:19:55] Chaos Toolkit Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/103

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

See the full show notes for this episode on the website at pythonbytes.fm/87

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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 m acOS 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

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

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

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

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

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

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

Topics covered in this episode: Dan Bader takes over Real Python Still more Python GUIs Python’s misleading readability warp2 access Help! My tests can’t see my code! Cement - Framework for CLI Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/62

Topics covered in this episode: PEP 412's dict key sharing for classes Python Hunter Ten Things I Wish I’d Known About bash Snakefooding Python Code For Complexity Visualization On Being a Senior Engineer Python UI frameworks Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/61

Topics covered in this episode: Who's at nine? Retiring Python as a teaching language Don't dismiss SQLite as just a starter DB Chalice: Python Serverless Microframework for AWS Fastest way to uniquely a list in Python >=3.6 PyTexas and PyCon AU vidoes are up Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/60

Topics covered in this episode: gc.freeze() and Copy-on-write friendly Python garbage collection SpeechPy - A Library for Speech Processing and Recognition PyBites Code Challenges: Bites of Py How big is the Python Family Dramatiq: simple task processing Controlling Python Async Creep Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/59

Topics covered in this episode: Instagram open sources MonkeyType cachetools Going Fast with SQLite and Python The graphing calculator that makes learning math easier. Installing Python Packages from a Jupyter Notebook Videos from PyConDE 2017 are online Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/58

Topics covered in this episode: Testing Python 3 and 2 simultaneously with retox Robo 3T / RoboMongo regular expressions MongoEngine Introducing PrettyPrinter for Python Excel and Python Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/57

Topics covered in this episode: Pendulum for datetimes Flask asynchronous background tasks with Celery and Redis Building a Simple Web App With Bottle, SQLAlchemy, and the Twitter API Python extension for VSCode updated, now brought to you by Microsoft A Comprehensive Guide To Web Design Requestium Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/56

Topics covered in this episode: Django 2.0 Released The Big Ol' List of Rules requests-staticmock PEP 557 -- Data Classes have been approved Quart: 3x faster Flask Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/55

Topics covered in this episode: The PSF awarded $170,000 grant from Mozilla Open Source Program to improve sustainability of PyPI Dropbox releases PyAnnotate pytest-annotate is now open-source! Run Python script as systemd service pytest 3.3.0 released Why d = {} is faster than d = dict() Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/54

Topics covered in this episode: Exploring Line Lengths in Python Packages NumPy: Plan for dropping Python 2.7 support How to Learn Pandas Microsoft and GitHub team up to take Git virtual file system to macOS, Linux Getting started with devpi Marketing-for-Engineers Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/53

Topics covered in this episode: Restful API testing with Tavern Uplink Using json-schema for REST API endpoint tests Live coding to music! Weekly Python Chat 10 common beginner mistakes in Python Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/52

Topics covered in this episode: Exploring United States Policing Data with Python How to make your code 80 times faster Giving Open-Source Projects Life After a Developer's Death Solar Powered Internet Connected Lawn Sprinkler Project Talk MicroPython and Open Source Hardware at Adafruit: https://talkpython.fm/108 Some New Python Books Anaconda Distribution 5.0 released Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/51

Topics covered in this episode: Think Like a Pythonista Serpent.AI - Game Agent Framework MkDocs PyInstaller 3.3 released PEX: A library and tool for generating .pex (Python EXecutable) files Using Cython to protect a Python codebase Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/50

Topics covered in this episode: Conference videos for DjangoCon 2017 and PyGotham 2017 Python 3.6.3 released on Tue. All machines at FB are already running it (3 days) Your technical skills are obsolete: now what? Visualizing Garbage Collection Algorithms pathlib — Filesystem Paths as Objects LUMINOTH: Open source Computer Vision toolkit Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/49

Topics covered in this episode: The Python Graph Gallery pynesis Things you need to know about garbage collection in Python WSGI Is Not Enough Anymore, part 1 and part 2 Queues in Python Using Reflection: A Podcast About Humans Engineering Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/48

Topics covered in this episode: WTF Python? Python Exercises Exploiting misuse of Python's "pickle" A Complete Beginner's Guide to Django pypi-parker Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/47

Topics covered in this episode: Scipy lecture notes Building a desktop notification tool for Linux using python Alice in Python projectland How to teach technical concepts with cartoons Halo: Beautiful terminal spinners in Python Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/46

Topics covered in this episode: pico High Sierra ships, first major OS with machine learning built in? A guide to logging in Python Let me introduce: slots pipenv revisited Stack Overflow gives an even closer look at developer salaries Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/45

Topics covered in this episode: Ten Malicious Libraries Found on PyPI PyPI migration to Warehouse is in progress Live coding in a presentation Notable REST / Web Frameworks tox flake8-tidy-imports deprecated imports Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/44

Topics covered in this episode: future-fstrings The Fun of Reinvention Sound Pattern Recognition with Python PEP 550: Execution Context Intro to Threads and Processes in Python Alternative filesystems for Python Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/43

Topics covered in this episode: What Kenneth Did Last Week (well, recently) Python 2 Death Clock Small Functions considered Harmful Why Python 3 EANABs The Incredible Growth of Python Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/42

Topics covered in this episode: lolviz Odo for data transforms Python Concurrency From the Ground Up FAT Python: the next chapter in Python optimization sshuttle Node.js forks again – this time it's a war of words over codes of conducts Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/41

Topics covered in this episode: DevOps Automation Tool: Ansible Python Practices for Efficient Code: Performance, Memory, and Usability Packet Manipulation Program: Scapy Using Headless Chrome with Selenium Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/40

Topics covered in this episode: [more] The New PyPI CircuitPython Snakes its Way onto Adafruit Hardware Dataclasses Pandas in a Nutshell Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/39

Topics covered in this episode: [more] Hacking Classic Nintendo Games with Python Bokeh Mosh (mobile shell) (bonus) Twilio Voices Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/38

Topics covered in this episode: [more] New URL for Python Developer’s Guide Sultan: Command and Rule Over Your Shell Flake8Lint Magic Wormhole Python Virtual Environments Primer How Rust can replace C, with Python's help Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/37

Topics covered in this episode: Craft Your Python Like Poetry The Fedora Python Classroom Lab How a VC-funded company is undermining the open-source community Newspaper Python Package IEEE Spectrum: The Top Programming Languages 2017 SciPy 2017 videos are out Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/36

Topics covered in this episode: [more] Python Quirks : Comments Python 3.6.2 is out! Contributing to Open Source Projects: Imposter Syndrome Disclaimer The Dark Secret at the Heart of AI Arrange Act Assert pattern for Python developers Analyzing GitHub, how developers change programming languages over time Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/35

Topics covered in this episode: Easy Python logging with daiquiri The Real Threat of Artificial Intelligence The three laws of config dynamics Five Tips To Get You Started With Jupyter Notebook Cost of Coupling Versus Cost of De-coupling 100 Days of Code at PyBites Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/34

Topics covered in this episode: Linting as Lightweight Defect Detection for Python You should build an Alexa skill RISE Closer Checklist for Python libraries APIs Fades Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/33

Topics covered in this episode: [more] Introducing Dash Keeping Python competitive PyPI Quick and Dirty Minimal examples of data structures and algorithms in Python 8 ways to contribute to open source when you have no time NumPy receives first ever funding, thanks to Moore Foundation Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/32

Topics covered in this episode: [more] TinyMongo A dead simple Python data validation library PuDB Analyzing Django requirement files on GitHub Changelogs Understanding Asynchronous Programming in Python Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/31

Topics covered in this episode: Problems and Solutions are different at different scales Introducing NoDB - a Pythonic Object Store for S3 Elizabeth for mock data What’s New In Python 3.7 Hypothesis Testing Heroku switching default to v3.6.1 Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/30

Topics covered in this episode: Responsive Bar Charts with Bokeh, Flask and Python 3 Zappa Serverless Python Web Services Using a local cache for pip packages Building game AI using ML: Working with TensorFlow, Keras, and the Intel MKL in Python Debug Test Failures With Pdb Monitoring my VOIP provider with Home Assistant Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/29

Topics covered in this episode: [more] pep8.org: PEP 8 — the Style Guide for Python Code Tokio: Asyncio event loop written in Rust language Python Boilerplate Instagram switching to Python 3 on one branch The Meaning of Underscores in Python The future is looking bright for Python Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/28

Topics covered in this episode: How to Create Your First Python 3.6 AWS Lambda Function How to Publish Your Package on PYPI Coconut: Simple, elegant, Pythonic functional programming Choose a licence Python for Scientists and Engineers Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/27

Topics covered in this episode: Two part series on interactive terminal applications How have you automated your life with python? Spelling with Elemental Symbols IDE's for beginners PDF Plumber Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/26

Topics covered in this episode: Python in SQL Server 2017: enhanced in-database machine learning Stack Overflow Trends tool We asked 20,000 people who they are and how they’re learning to code Beeware: A request for your help Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/25

Topics covered in this episode: Learning Python Series by Doug Farrell, published on dbader.org Geeking out in your older years Local package store Modifying the Python language in 6 minutes colorful Five steps to add the bling factor your Python package Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/24

Topics covered in this episode: Grok the GIL - How to write fast and thread-safe Python The New NBA by Mark Cuban Ian Cordasco gets a Community Service Award from PSF Release of IPython 6.0 Testing & Packaging AWS Lambda adds Python 3.6 support Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/23

See the full show notes for this episode on the website at pythonbytes.fm/22

See the full show notes for this episode on the website at pythonbytes.fm/21

See the full show notes for this episode on the website at pythonbytes.fm/20

See the full show notes for this episode on the website at pythonbytes.fm/19

See the full show notes for this episode on the website at pythonbytes.fm/18

See the full show notes for this episode on the website at pythonbytes.fm/17

See the full show notes for this episode on the website at pythonbytes.fm/16

Topics covered in this episode: #6 Michael: Talk Python past, present, and future with Guido van Rossum Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/15

Topics covered in this episode: Tiny Python 3.6 Notebook - Matt Harrison Oh no! This package is Python 2 only - Anthony Shaw Elements of Python Style - Andrew Montalenti Python 3 was exactly 3000 days old this past Sunday mongoaudit Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/14

See the full show notes for this episode on the website at pythonbytes.fm/13

Topics covered in this episode: Why Learn Python? Here Are 8 Data-Driven Reasons by Dan Bader A million requests per second with Python Python Top 10 Articles for the Past Year (v.2017) Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/12

See the full show notes for this episode on the website at pythonbytes.fm/11

See the full show notes for this episode on the website at pythonbytes.fm/10

Topics covered in this episode: Talk CPython Internals and Learning Python with pythontutor.com Talk Write an Excellent Programming Blog Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/9

See the full show notes for this episode on the website at pythonbytes.fm/8

See the full show notes for this episode on the website at pythonbytes.fm/7

See the full show notes for this episode on the website at pythonbytes.fm/6

See the full show notes for this episode on the website at pythonbytes.fm/5

See the full show notes for this episode on the website at pythonbytes.fm/4

Topics covered in this episode: Shipped: Parsing horrible things with Python Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/3

Topics covered in this episode: T& Raphael Pierzina, on cookie cutter, pytest 3.0, and contributing to both: http://pythontesting.net/podcast/24-pytest-raphael-pierzina/ T& Dave Hunt, recorded. Hope to get that out this week. We talk about his work on Selenium, pytest-selenium, pytest-html, tox, and how Mozilla does some of it's testing with these tools. Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/2

See the full show notes for this episode on the website at pythonbytes.fm/1