Episodes

  • #486: CSnakes: Embed Python code in .NET

    #486: CSnakes: Embed Python code in .NET
    Nov 22 2024
    If you are a .NET developer or work in a place that has some of those folks, wouldn't it be great to fully leverage the entirety of PyPI with it's almost 600,000 packages inside your .NET code? But how would you do this? Previous efforts have let you write Python syntax but using the full libraries (especially the C-based ones) has been out of reach, until CSnakes. This project by Anthony Shaw and Aaron Powell unlocks some pretty serious integration between the two languages. We have them both here on the show today to tell us all about it.

    Episode sponsors

    Posit
    Bluehost
    Talk Python Courses

    Links from the show

    Anthony Shaw: github.com
    Aaron Powell: github.com

    Introducing CSnakes: tonybaloney.github.io
    CSnakes: tonybaloney.github.io

    Talk Python: We've moved to Hetzner: talkpython.fm/blog
    Talk Python: Talk Python rewritten in Quart (async Flask): talkpython.fm/blog

    Pyjion - A JIT for Python based upon CoreCLR: github.com
    Iron Python: ironpython.net
    Python.NET: pythonnet.github.io
    The buffer protocol: docs.python.org

    Avalonia UI: avaloniaui.net
    Watch this episode on YouTube: youtube.com
    Episode transcripts: talkpython.fm

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    1 hr and 3 mins
  • #485: Secure coding for Python with SheHacksPurple

    #485: Secure coding for Python with SheHacksPurple
    Nov 15 2024
    What do developers need to know about AppSec and building secure software? We have Tanya Janca (AKA SheHacksPurple) on the show to tell us all about it. We talk about what developers should expect from threat modeling events as well as concrete tips for security your apps and services.

    Episode sponsors

    Posit
    Bluehost
    Talk Python Courses

    Links from the show

    Tanya on X: @shehackspurple
    She Hacks Purple website: shehackspurple.ca
    White House recommends memory safe languages: whitehouse.gov
    Python Developer Survey Results: jetbrains.com
    Bandit: github.com
    Semgrep Academy: academy.semgrep.dev
    Watch this episode on YouTube: youtube.com
    Episode transcripts: talkpython.fm

    --- Stay in touch with us ---
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    1 hr and 9 mins
  • #484: From React to a Django+HTMX based stack

    #484: From React to a Django+HTMX based stack
    Nov 5 2024
    Have you heard about HTMX? We've discussed it a time or two on this show. We're back with another episode on HTMX, this time with a real-world success story and lessons learned. We have Sheena O'Connell on to tell us how she moved from a React-Django app to pure Django with HTMX. Episode sponsors Posit Bluehost Talk Python Courses Links from the show Sheena O'Connell: sheenaoc.com An HTMX success story essay: sheenaoc.com Sheena's HTMX Workshop: prelude.tech - discount code: talk_python Talk Python's HTMX Courses HTMX + Flask course: training.talkpython.fm HTMX + Django course: training.talkpython.fm Build An Audio AI App course: training.talkpython.fm HTMX: htmx.org Playwright: playwright.dev django-template-partials: github.com Michael's jinja_partials: github.com django-guardian: github.com Talk Python Courses HTMX Example: training.talkpython.fm/courses/all Alpine.js: alpinejs.dev David Guillot SaaS video: youtube.com awesome-htmx: github.com Guild of Educators: guildofeducators.org The big rewrite song: youtube.com Watch this episode on YouTube: youtube.com Episode transcripts: talkpython.fm --- Stay in touch with us --- Subscribe to us on YouTube: youtube.com Follow Talk Python on Mastodon: talkpython Follow Michael on Mastodon: mkennedy
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    58 mins
  • #483: Reflex Framework: Frontend, Backend, Pure Python

    #483: Reflex Framework: Frontend, Backend, Pure Python
    Oct 29 2024
    Let's say you want to create a web app and you know Python really well. Your first thought might be Flask or Django or even FastAPI? All good choices but there is a lot to get a full web app into production. The framework we'll talk about today, Reflex, allows you to just write Python code and it turns it into a full web app running FastAPI, NextJS, React and more plus it handles the deployment for you. It's a cool idea. Let's talk to Elvis Kahoro and Nikhil Rao from Reflex.dev.

    Episode sponsors

    Posit
    Bluehost
    Talk Python Courses

    Links from the show

    Elvis: github.com
    Nikhil: github.com

    Reflex Framework: reflex.dev
    Reflex source: github.com
    Reflex docs: reflex.dev
    Reflex Roadmap: github.com
    AG Grid: ag-grid.com

    Warp terminal: warp.dev
    A Stroll Down Startup Lane episode: talkpython.fm
    PuePy: Reactive frontend framework in Python episode: talkpython.fm
    Watch this episode on YouTube: youtube.com
    Episode transcripts: talkpython.fm

    --- Stay in touch with us ---
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    1 hr and 3 mins
  • #482: Pre-commit Hooks for Python Devs

    #482: Pre-commit Hooks for Python Devs
    Oct 24 2024
    Do you struggle to make sure your code is always correct before you check it in? What about your team members' code? That one person who never wants to run the linter? Tired of dealing with tons of conflicts and spurious git changes? You need git pre-commit hooks. We're lucky to have Stefanie Molin on this episode who has done a bunch of writing and teaching of git hooks.

    Episode sponsors

    Sentry Error Monitoring, Code TALKPYTHON
    Bluehost
    Talk Python Courses

    Links from the show

    Stefanie Molin: stefaniemolin.com

    Talk Python Blog: talkpython.fm/blog

    How to Set Up Pre-Commit Hooks: stefaniemolin.com
    Common Pre-Commit Errors and How to Solve Them: stefaniemolin.com
    A Behind-the-Scenes Look at How Pre-Commit Works: stefaniemolin.com
    Pre-Commit Hook Creation Guide: stefaniemolin.com
    (Pre-)Commit to Better Code Workshop: stefaniemolin.com
    exif-stripper: stefaniemolin.com
    exif-stripper on GitHub: github.com
    docstring-validation-using-pre-commit-hook: numpydoc.readthedocs.io
    Data Morph: Moving Beyond the Datasaurus Dozen: stefaniemolin.com
    Data Morph on GitHub: github.com
    Watch this episode on YouTube: youtube.com
    Episode transcripts: talkpython.fm

    --- Stay in touch with us ---
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    1 hr and 10 mins
  • #481: Python Opinions and Zeitgeist with Hynek

    #481: Python Opinions and Zeitgeist with Hynek
    Oct 17 2024
    Hynek has been writing and speaking on some of the most significant topics in the Python space and I've enjoyed his takes. So I invited him on the show to share them with all of us. This episode really epitomizes one of the reasons I launched Talk Python 9 years ago. It's as if we run into each other at a bar during a conference and I ask Hynek, "So what are your thoughts on ..." and we dive down the rabbit hole for an hour. I hope you enjoy it.

    Episode sponsors

    WorkOS
    Bluehost
    Talk Python Courses

    Links from the show

    Hynek Schlawack on Mastodon: @hynek

    Why I Still Use Python Virtual Environments in Docker: hynek.me
    Production-ready Python Docker Containers with uv: hynek.me
    Attrs: github.com
    uv: astral.sh
    What’s New In Python 4: python.org
    BusyBox: busybox.net
    Hynek's YouTube Channel: youtube.com
    MOPUp for macOS: github.com
    Homebrew Python Is Not For You: justinmayer.com
    argon2-cffi: Argon2 for Python: github.com
    pytest-freethreaded: github.com
    LM Studio: lmstudio.ai
    StackOverflow Trends Graph: trends.stackoverflow.co
    Watch this episode on YouTube: youtube.com
    Episode transcripts: talkpython.fm

    --- Stay in touch with us ---
    Subscribe to us on YouTube: youtube.com
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    1 hr and 3 mins
  • #480: Ahoy, Narwhals are bridging the data science APIs

    #480: Ahoy, Narwhals are bridging the data science APIs
    Oct 9 2024
    If you work in data science, you definitely know about data frame libraries. Pandas is certainly the most popular, but there are others such as cuDF, Modin, Polars, Dask, and more. They are all similar but definitely not the same APIs and Polars is quite different. But here's the problem. If you want to write a library that is for users of more than one of these data frame frameworks, how do you do that? Or if you want to leave open the possibility of changing yours after the app is built, same problem. That's the problem that Narwhals solves. We have Marco Gorelli on the show to tell us all about it.

    Episode sponsors

    WorkOS
    Talk Python Courses

    Links from the show

    Marco Gorelli: @marcogorelli
    Marco on LinkedIn: linkedin.com
    Narwhals: github.io
    Narwhals on Github: github.com

    DuckDB: duckdb.org
    Ibis: ibis-project.org
    modin: readthedocs.io
    Pandas and Beyond with Wes McKinney: talkpython.fm
    Polars: A Lightning-fast DataFrame for Python: talkpython.fm
    Polars: pola.rs
    Pandas: pandas.pydata.org
    Watch this episode on YouTube: youtube.com
    Episode transcripts: talkpython.fm

    --- Stay in touch with us ---
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    59 mins
  • #479: Designing Effective Load Tests for Your Python App

    #479: Designing Effective Load Tests for Your Python App
    Oct 6 2024
    You're about to launch your new app or API, or even just a big refactor of your current project. Will it stand up and deliver when you put it into production or when that big promotion goes live? Or will it wither and collapse? How would you know? Well you would test that of course. We have Anthony Shaw back on the podcast to dive into a wide range of tools and techniques for performance and loading testing of web apps.

    Episode sponsors

    Sentry Error Monitoring, Code TALKPYTHON
    WorkOS
    Talk Python Courses

    Links from the show

    Anthony on Twitter: @anthonypjshaw
    Anthony's PyCon Au Talk: youtube.com
    locust load testing tool: locust.io
    playwright: playwright.dev
    mimesis: github.com
    mimesis providers: mimesis.name
    vscode pets: marketplace.visualstudio.com
    vscode power-mode: marketplace.visualstudio.com
    opentelemetry: opentelemetry.io
    uptime-kuma: github.com
    Talk Python uptime / status: talkpython.fm/status
    when your serverless computing bill goes parabolic...: youtube.com
    Watch this episode on YouTube: youtube.com
    Episode transcripts: talkpython.fm

    --- Stay in touch with us ---
    Subscribe to us on YouTube: youtube.com
    Follow Talk Python on Mastodon: talkpython
    Follow Michael on Mastodon: mkennedy
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    59 mins