#485: Secure coding for Python with SheHacksPurple

Talk Python To Me

#Data Science #Michael Kennedy #Michael Kennedy (@mkennedy #Python #Tech #Prog Languages

22:08

Host Francesca Amiker sits down with directors Joe and Anthony Russo, producer Angela Russo-Otstot, stars Millie Bobby Brown and Chris Pratt, and more to uncover how family was the key to building the emotional core of The Electric State . From the Russos’ own experiences growing up in a large Italian family to the film’s central relationship between Michelle and her robot brother Kid Cosmo, family relationships both on and off of the set were the key to bringing The Electric State to life. Listen to more from Netflix Podcasts . State Secrets: Inside the Making of The Electric State is produced by Netflix and Treefort Media.…

for ca. et år siden 1:09:28

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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 ---
Subscribe to Talk Python on YouTube: youtube.com
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Michael on Mastodon: mkennedy

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#485: Secure coding for Python with SheHacksPurple

Talk Python To Me

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1
#497: Outlier Detection with Python 55:22

for 1 day siden55:22

55:22

Have you ever wondered why certain data points stand out so dramatically? They might hold the key to everything from fraud detection to groundbreaking discoveries. This week on Talk Python to Me, we dive into the world of outlier detection with Python with Brett Kennedy. You’ll learn how outliers can signal errors, highlight novel insights, or even reveal hidden patterns lurking in the data you thought you understood. We’ll explore fresh research developments, practical use cases, and how outlier detection compares to other core data science tasks like prediction and clustering. If you're ready to spot those game-changing anomalies in your own projects, stay tuned. Episode sponsors Posit Python in Production Talk Python Courses Links from the show Data-morph : github.com PyOD : github.com Prophet : github.com Episode transcripts : talkpython.fm --- Stay in touch with us --- Subscribe to Talk Python on YouTube : youtube.com Talk Python on Bluesky : @talkpython.fm at bsky.app Talk Python on Mastodon : talkpython Michael on Bluesky : @mkennedy.codes at bsky.app Michael on Mastodon : mkennedy…

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#496: Scaf: Complete blueprint for new Python Kubernetes projects 1:19:34

for 9 dage siden1:19:34

1:19:34

Today we explore the wild world of Python deployment with my friend, Calvin Hendryx-Parker from Six Feet Up. We’ll tackle some of the biggest challenges in taking a Python app from “it works on my machine” to production, covering inconsistent environments, conflicting dependencies, and sneaky security pitfalls. Along the way, Calvin shares how containerization with Docker and Kubernetes can both simplify and complicate deployments, especially for smaller teams. Finally, we’ll introduce Scaf, a powerful project blueprint designed to give developers a rock-solid start on Python web projects of all sizes. Get notified when the Talk Python in Production book goes live and read the first third online right now. Episode sponsors Posit Python in Production Talk Python Courses Links from the show Calvin Hendryx-Parker : github.com Scaf on GitHub : github.com Scaf on GitHub (duplicate) : github.com "Deploy the Dream" song : deploy-the-dream-talk-python.mp3 CloudDevEngineering YouTube Channel : youtube.com TechWorld with Nana YouTube Channel : youtube.com Tilt (Kubernetes Dev Tool) : tilt.dev Talos (Minimal OS for Kubernetes) : talos.dev Traefik Reverse Proxy : traefik.io Sealed Secrets on GitHub : github.com Argo CD Documentation : readthedocs.io MailHog on GitHub : github.com Next.js : nextjs.org Cloud Custodian : cloudcustodian.io Valkey (Redis Replacement) : valkey.io “The ‘Works on My Machine’ Certification Program” (Coding Horror) : blog.codinghorror.com NVIDIA’s First Desktop AI PC (Ars Technica) : arstechnica.com Kind (Kubernetes in Docker) : kind.sigs.k8s.io Updated Effective PyCharm Course : training.talkpython.fm Talk Python in Production book : talkpython.fm/books/python-in-production Watch this episode on YouTube : youtube.com Episode transcripts : talkpython.fm --- Stay in touch with us --- Subscribe to Talk Python on YouTube : youtube.com Talk Python on Bluesky : @talkpython.fm at bsky.app Talk Python on Mastodon : talkpython Michael on Bluesky : @mkennedy.codes at bsky.app Michael on Mastodon : mkennedy…

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#495: OSMnx: Python and OpenStreetMap 1:01:55

for 27 dage siden1:01:55

1:01:55

On this episode, I’m joined by Dr. Jeff Boeing, an assistant professor at the University of Southern California whose research spans urban planning, spatial analysis, and data science. We explore why OpenStreetMap is such a powerful source of global map data—and how Jeff’s Python library, OSMnx, makes that data easier to download, model, and visualize. Along the way, we talk about what shapes city streets around the world, how urban design influences everything from daily commutes to disaster resilience, and why turning open data into accessible tools can open up completely new ways of understanding our cities. If you’ve ever wondered how to build or analyze your own digital maps in Python, or what it takes to manage a project that transforms raw geographic data into meaningful research, you won’t want to miss this conversation. Episode sponsors Posit Python in Production Talk Python Courses Links from the show City Street Orientations World : geoffboeing.com OSMnx Documentation : readthedocs.io OSMnx GitHub : github.com OpenStreetMap : openstreetmap.org Open Database License : opendatacommons.org ID Editor (Web Editor) : wiki.openstreetmap.org Planet OSM : planet.openstreetmap.org Overpass API : wiki.openstreetmap.org GeoPandas : geopandas.org NetworkX : networkx.org Shapely : shapely.readthedocs.io Watch this episode on YouTube : youtube.com Episode transcripts : talkpython.fm --- Stay in touch with us --- Subscribe to Talk Python on YouTube : youtube.com Talk Python on Bluesky : @talkpython.fm at bsky.app Talk Python on Mastodon : talkpython Michael on Bluesky : @mkennedy.codes at bsky.app Michael on Mastodon : mkennedy…

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#494: Update on Flet: Python + Flutter UIs 1:00:23

for 30 dage siden1:00:23

1:00:23

As Python developers, we're incredibly lucky to have over half a million packages that we can use to build our applications with over at PyPI. However, when it comes to choosing a UI framework, the options get narrowed down very quickly. Intersect those choices with the ones that work on mobile, and you have a very short list. Flutter is a UI framework for building desktop and mobile applications, and is in fact the one that we used to build the Talk Python courses app, you'd find at talkpython.fm/apps . That's why I'm so excited about Flet. Flet is a Python UI framework that is distributed and executed on the Flutter framework, making it possible to build mobile apps and desktop apps with Python. We have Feodor Fitsner back on the show after he launched his project a couple years ago to give us an update on how close they are to a full featured mobile app framework in Python. Episode sponsors Posit Python in Production Talk Python Courses Links from the show Flet : flet.dev Flet on Github : github.com Packaging apps with Flet : flet.dev/docs/publish Flutter : flutter.dev React vs. Flutter : trends.stackoverflow.co Kivy : kivy.org Beeware : beeware.org Mobile forge from Beeware : github.com The list of built-in binary wheels : flet.dev/docs/publish/android#binary-python-packages Difference between dynamic and static Flet web apps : flet.dev/docs/publish/web Integrating Flutter packages : flet.dev/docs/extend/integrating-existing-flutter-packages serious_python : pub.dev/packages/serious_python Watch this episode on YouTube : youtube.com Episode transcripts : talkpython.fm --- Stay in touch with us --- Subscribe to Talk Python on YouTube : youtube.com Talk Python on Bluesky : @talkpython.fm at bsky.app Talk Python on Mastodon : talkpython Michael on Bluesky : @mkennedy.codes at bsky.app Michael on Mastodon : mkennedy…

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#493: Quarto: Open-source technical publishing 1:05:01

for 6 weeks siden1:05:01

1:05:01

In this episode, I'm joined by JJ Allaire, founder and executive chairman at Posit, and Carlos Scheidegger, a software engineer at Posit, to explore Quarto, an open-source tool revolutionizing technical publishing. We discuss how Quarto empowers users to seamlessly transform Jupyter notebooks into polished reports, dashboards, e-books, websites, and more. JJ shares his journey from creating RStudio to developing Quarto as a versatile, multi-language tool, while Carlos delves into its roots in reproducibility and the challenges of academic publishing. Don't miss this deep dive into a tool that's shaping the future of data-driven storytelling! Episode sponsors Talk Python Courses Podcast Later Links from the show JJ Allaire JJ on LinkedIn : linkedin.com JJ on GitHub : github.com Carlos Scheidegger Personal site : cscheid.net Mastodon : @scheidegger Fast AI : fast.ai nbdev : nbdev.fast.ai nbsanity - Share Notebooks as Polished Web Pages in Seconds : answer.ai Pandoc : pandoc.org Observable : github.com Quarto Pub : quartopub.com Deno : deno.com Real World Data Science site : realworlddatascience.net Typst : typst.app Github Actions for Quarto : github.com Watch this episode on YouTube : youtube.com Episode transcripts : talkpython.fm --- Stay in touch with us --- Subscribe to Talk Python on YouTube : youtube.com Talk Python on Bluesky : @talkpython.fm at bsky.app Talk Python on Mastodon : talkpython Michael on Bluesky : @mkennedy.codes at bsky.app Michael on Mastodon : mkennedy…

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#492: Great Tables 1:04:21

for 7 weeks siden1:04:21

1:04:21

Join me as I chat with Rich Iannone and Michael Chow from Posit where we explore the transformative power of data tables with the Great Tables library. We'll cover practical applications of Great Tables, showcasing how thoughtful design and advanced formatting can elevate your data presentations. And you'll learn about innovative features like nano plots and interactive elements and the importance of structure, format, and style in crafting tables that both inform and inspire. Whether you're a seasoned data scientist or just starting out, this episode is packed with valuable tips and inspiring examples to enhance your data storytelling. Episode sponsors Posit Podcast Later Talk Python Courses Links from the show Michael Chow : github.com/machow Richard Iannone : github.com/rich-iannone Episode Deep Dives Writeup : talkpython.fm/blog Great Tables : github.com Making Beautiful, Publication Quality Tables PyCon talk : youtube.com Andrew Weatherman's Visualization Gallery : aweatherman.com Bureau of the Census Manual of Tabular Presentation : census.gov Table Contest : posit.co Watch this episode on YouTube : youtube.com Episode transcripts : talkpython.fm --- Stay in touch with us --- Subscribe to Talk Python on YouTube : youtube.com Talk Python on Bluesky : @talkpython.fm at bsky.app Talk Python on Mastodon : talkpython Michael on Bluesky : @mkennedy.codes at bsky.app Michael on Mastodon : mkennedy…

1
#491: DuckDB and Python: Ducks and Snakes living together 1:02:03

for 12 weeks siden1:02:03

1:02:03

Join me for an insightful conversation with Alex Monahan, who works on documentation, tutorials, and training at DuckDB Labs. We explore why DuckDB is gaining momentum among Python and data enthusiasts, from its in-process database design to its blazingly fast, columnar architecture. We also dive into indexing strategies, concurrency considerations, and the fascinating way MotherDuck (the cloud companion to DuckDB) handles large-scale data seamlessly. Don’t miss this chance to learn how a single pip install could totally transform your Python data workflow! Episode sponsors Sentry Error Monitoring, Code TALKPYTHON Data Citizens Podcast Talk Python Courses Links from the show Alex on Mastodon : @__Alex__ DuckDB : duckdb.org MotherDuck : motherduck.com SQLite : sqlite.org Moka-Py : github.com PostgreSQL : www.postgresql.org MySQL : www.mysql.com Redis : redis.io Apache Parquet : parquet.apache.org Apache Arrow : arrow.apache.org Pandas : pandas.pydata.org Polars : pola.rs Pyodide : pyodide.org DB-API (PEP 249) : peps.python.org/pep-0249 Flask : flask.palletsprojects.com Gunicorn : gunicorn.org MinIO : min.io Amazon S3 : aws.amazon.com/s3 Azure Blob Storage : azure.microsoft.com/products/storage Google Cloud Storage : cloud.google.com/storage DigitalOcean : www.digitalocean.com Linode : www.linode.com Hetzner : www.hetzner.com BigQuery : cloud.google.com/bigquery DBT (Data Build Tool) : docs.getdbt.com Mode : mode.com Hex : hex.tech Python : www.python.org Node.js : nodejs.org Rust : www.rust-lang.org Go : go.dev .NET : dotnet.microsoft.com Watch this episode on YouTube : youtube.com Episode transcripts : talkpython.fm --- Stay in touch with us --- Subscribe to Talk Python on YouTube : youtube.com Talk Python on Bluesky : @talkpython.fm at bsky.app Talk Python on Mastodon : talkpython Michael on Bluesky : @mkennedy.codes at bsky.app Michael on Mastodon : mkennedy…

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#490: Django Ninja 1:04:32

for 13 weeks siden1:04:32

1:04:32

If you're a Django developer, I'm sure you've heard so many people raving about FastAPI and Pydantic. But you really love Django and don't want to switch. Then you might want to give Django Ninja a serious look. Django Ninja is highly inspired by FastAPI, but is also deeply integrated into Django itself. We have Vitaliy Kucheryaviy the creator of Django Ninja on this show to tell us all about it. Episode sponsors Sentry Error Monitoring, Code TALKPYTHON Bluehost Talk Python Courses Links from the show Vitaly : github.com/vitalik Vitaly on X : @vital1k Top 5 Episodes of 2024 : talkpython.fm/blog/posts/top-talk-python-podcast-episodes-of-2024 Django Ninja : django-ninja.dev Motivation section we talked through : django-ninja.dev/motivation LLM for Django Ninja : llm.django-ninja.dev Nano Django : github.com/vitalik/nano-django Episode transcripts : talkpython.fm --- Stay in touch with us --- Subscribe to Talk Python on YouTube : youtube.com Talk Python on Bluesky : @talkpython.fm at bsky.app Talk Python on Mastodon : talkpython Michael on Bluesky : @mkennedy.codes at bsky.app Michael on Mastodon : mkennedy…

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#489: Anaconda Toolbox for Excel and more with Peter Wang 1:09:09

for 13 weeks siden1:09:09

1:09:09

Peter Wang has been pushing Python forward since the early days of its data science roots. We're lucky to have him back on the show. We're going to talk about the Anaconda Toolbox for Excel as well as many other trends and topics that are hot in the Python space right now. I'm sure you'll enjoy listening to the two of us exchanging our takes on the topics and trends. Episode sponsors Sentry Error Monitoring, Code TALKPYTHON Bluehost Talk Python Courses Links from the show Peter on BSky : @wang.social Michael on BSky : @mkennedy.codes Michael's Curated BSky Starter List : bsky.app Python Blsky Starter Pack List : blueskydirectory.com Anaconda Toolbox for Microsoft Excel : anaconda.com JupyterLite : jupyter.org 8 of the Biggest Excel Mistakes of All Time : blog.hurree.co The Five Demons of Python Packaging PyBay talk : youtube.com PEP 759 : peps.python.org TIOBE Index : tiobe.com pyscript : pyscript.net Watch this episode on YouTube : youtube.com Episode transcripts : talkpython.fm --- Stay in touch with us --- Subscribe to Talk Python on YouTube : youtube.com Talk Python on Bluesky : @talkpython.fm at bsky.app Talk Python on Mastodon : talkpython Michael on Bluesky : @mkennedy.codes at bsky.app Michael on Mastodon : mkennedy…

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#488: Multimodal data with LanceDB 58:19

for 14 weeks siden58:19

58:19

LanceDB is a developer-friendly, open source database for AI. It's used by well-known companies such as Midjourney and Character.ai. We have Chang She, the CEO and cofounder of LanceDB on to give us a look at the concept of multi-modal data and how you can use LanceDB in your own Python apps. Episode sponsors Sentry Error Monitoring, Code TALKPYTHON Bluehost Talk Python Courses Links from the show Chang She : @changhiskhan Chang on Github : github.com LanceDB : lancedb.com LanceDB Source : github.com Embeddings API : github.com MinIO : min.io LanceDB Quickstart : github.com VectorDB-recipes : github.com Watch this episode on YouTube : youtube.com Episode transcripts : talkpython.fm --- Stay in touch with us --- Subscribe to Talk Python on YouTube : youtube.com Talk Python on Bluesky : @talkpython.fm at bsky.app Talk Python on Mastodon : talkpython Michael on Bluesky : @mkennedy.codes at bsky.app Michael on Mastodon : mkennedy…

1
#487: Building Rust Extensions for Python 1:02:24

for 16 weeks siden1:02:24

1:02:24

There has been a lot of changes in the low-level Python space these days. The biggest has to be how many projects have rewritten core performance-intensive sections in Rust. Or even the wholesale adoption of Rust for newer projects such as uv and ruff. On this episode, we dive into the tools and workflow needed to build these portions of Python apps in Rust with David Seddon and Samuel Colvin. Episode sponsors Posit Data Citizens Podcast Talk Python Courses Links from the show Samuel Colvin : github.com/samuelcolvin David Seddon : github.com/seddonym David's blog : seddonym.me Pydantic : pydantic.dev PEP 0759 : peps.python.org TypeShed : github.com Maturin : maturin.rs rloop : github.com Install Rust : rust-lang.org Py03 : pyo3.rs The Rust Programming Language (book): https://doc.rust-lang.org/book/ Grimp : github.com Grimp Workflows : github.com White House recommends memory safe languages : whitehouse.gov Installing Rust : rust-lang.org jiter : github.com import-linter : github.com Logfire : pydantic.dev Crabs in Snakes, David Seddon, Pycon Italia : youtube.com Kraken engineering blog : engineering.kraken.tech Serde : serde.rs Mypy stub testing : mypy.readthedocs.io Watch this episode on YouTube : youtube.com Episode transcripts : talkpython.fm --- Stay in touch with us --- Subscribe to Talk Python on YouTube : youtube.com Talk Python on Bluesky : @talkpython.fm at bsky.app Talk Python on Mastodon : talkpython Michael on Bluesky : @mkennedy.codes at bsky.app Michael on Mastodon : mkennedy…

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#486: CSnakes: Embed Python code in .NET 1:02:45

for 17 weeks siden1:02:45

1:02:45

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 --- Stay in touch with us --- Subscribe to Talk Python on YouTube : youtube.com Talk Python on Bluesky : @talkpython.fm at bsky.app Talk Python on Mastodon : talkpython Michael on Bluesky : @mkennedy.codes at bsky.app Michael on Mastodon : mkennedy…

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#485: Secure coding for Python with SheHacksPurple 1:09:28

for 18 weeks siden1:09:28

1:09:28

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 --- Subscribe to Talk Python on YouTube : youtube.com Talk Python on Bluesky : @talkpython.fm at bsky.app Talk Python on Mastodon : talkpython Michael on Bluesky : @mkennedy.codes at bsky.app Michael on Mastodon : mkennedy…

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#484: From React to a Django+HTMX based stack 57:44

for 20 weeks siden57:44

57:44

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 Talk Python on YouTube : youtube.com Talk Python on Bluesky : @talkpython.fm at bsky.app Talk Python on Mastodon : talkpython Michael on Bluesky : @mkennedy.codes at bsky.app Michael on Mastodon : mkennedy…

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#483: Reflex Framework: Frontend, Backend, Pure Python 1:03:05

for 21 weeks siden1:03:05

1:03:05

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 --- Subscribe to Talk Python on YouTube : youtube.com Talk Python on Bluesky : @talkpython.fm at bsky.app Talk Python on Mastodon : talkpython Michael on Bluesky : @mkennedy.codes at bsky.app Michael on Mastodon : mkennedy…

Talk Python To Me

1
#482: Pre-commit Hooks for Python Devs 1:10:20

for 21 weeks siden1:10:20

1:10:20

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 --- Subscribe to Talk Python on YouTube : youtube.com Talk Python on Bluesky : @talkpython.fm at bsky.app Talk Python on Mastodon : talkpython Michael on Bluesky : @mkennedy.codes at bsky.app Michael on Mastodon : mkennedy…

Talk Python To Me

1
#481: Python Opinions and Zeitgeist with Hynek 1:03:00

for 22 weeks siden1:03:00

1:03:00

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 Talk Python on YouTube : youtube.com Talk Python on Bluesky : @talkpython.fm at bsky.app Talk Python on Mastodon : talkpython Michael on Bluesky : @mkennedy.codes at bsky.app Michael on Mastodon : mkennedy…

Talk Python To Me

1
#480: Ahoy, Narwhals are bridging the data science APIs 59:15

for 24 weeks siden59:15

59:15

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 --- Subscribe to Talk Python on YouTube : youtube.com Talk Python on Bluesky : @talkpython.fm at bsky.app Talk Python on Mastodon : talkpython Michael on Bluesky : @mkennedy.codes at bsky.app Michael on Mastodon : mkennedy…

Talk Python To Me

1
#479: Designing Effective Load Tests for Your Python App 59:06

for 24 weeks siden59:06

59:06

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 Talk Python on YouTube : youtube.com Talk Python on Bluesky : @talkpython.fm at bsky.app Talk Python on Mastodon : talkpython Michael on Bluesky : @mkennedy.codes at bsky.app Michael on Mastodon : mkennedy…

Talk Python To Me

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#478: When and how to start coding with kids 54:25

for 26 weeks siden54:25

54:25

Do you have kids? Maybe nieces and nephews? Or maybe you work in a school environment? Maybe it's just friend's who know you're a programmer and ask about how they should go about introducing programming concepts with them. Anna-Lena Popkes is back on the show to share her research on when and how to teach kids programming. We spend the second half of the episode talking about concrete apps and toys you might consider for each age group. Plus, some of these things are fun for adults too. ;) Episode sponsors WorkOS Talk Python Courses Links from the show Anna-Lena : alpopkes.com Magical universe repo : github.com Machine learning basics repo : github.com PyData recording "when and how to start coding with kids" : youtube.com Robots and devices Bee Bot : terrapinlogo.com Cubelets : modrobotics.com BBC Microbit : microbit.org RaspberryPi : raspberrypi.com Adafruit Qualia ESP32 for CircuitPython : adafruit.com Zumi : robolink.com Board games Think Fun Robot Turtles Board Game : amazon.com Visual programming: Scratch Jr. : scratchjr.org Scratch : scratch.org Blocky : google.com Microbit's Make Code : microbit.org Code Club : codeclubworld.org Textual programming Code Combat : codecombat.com Hedy : hedycode.com Anvil : anvil.works Coding classes / summer camps (US) Portland Community College Summer Teen Program : pcc.edu Watch this episode on YouTube : youtube.com Episode transcripts : talkpython.fm --- Stay in touch with us --- Subscribe to Talk Python on YouTube : youtube.com Talk Python on Bluesky : @talkpython.fm at bsky.app Talk Python on Mastodon : talkpython Michael on Bluesky : @mkennedy.codes at bsky.app Michael on Mastodon : mkennedy…

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#477: Awesome Text Tricks with NLP and spaCy 1:03:47

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1:03:47

Do you have text that you want to process automatically? Maybe you want to pull out key products or topics of conversation? Maybe you want to get the sentiment? The possibilities are many with this week's topic: NLP with spaCy and Python. Our guest, Vincent D. Warmerdam, has worked on spaCy and other tools at Explosion AI and he's here to give us his tips and tricks for working with text from Python. Episode sponsors Posit Talk Python Courses Links from the show Course: Getting Started with NLP and spaCy : talkpython.fm Vincent on X : @fishnets88 Vincent on Mastodon : @koaning Programmable Keyboards on CalmCode : youtube.com Sample Space Podcast : youtube.com spaCy : spacy.io Course: Build An Audio AI App : talkpython.fm Lemma example : github.com Code for spaCy course : github.com Python Bytes transcripts : github.com scikit-lego : github.com Projects that import "this" : calmcode.io Watch this episode on YouTube : youtube.com Episode transcripts : talkpython.fm --- Stay in touch with us --- Subscribe to Talk Python on YouTube : youtube.com Talk Python on Bluesky : @talkpython.fm at bsky.app Talk Python on Mastodon : talkpython Michael on Bluesky : @mkennedy.codes at bsky.app Michael on Mastodon : mkennedy…

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