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Python BytesPython Bytes#443: Patching MultiprocessingTopics 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 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...2025-08-0426 minPython BytesPython Bytes#442: Cloud bills in scientific notationTopics 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 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 t...2025-07-2822 minPython BytesPython Bytes#441: It's Michaels All the Way DownTopics 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 Watch on YouTube About the show Sponsored by Digital Ocean: pythonbytes.fm/digitalocean-gen-ai Use code DO4BYTES and get $200 in free credit 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...2025-07-2127 minPython BytesPython Bytes#440: Can't Register for VibeConTopics covered in this episode: * Switching to direnv, Starship, and uv* * rqlite - Distributed SQLite DB* * Some Markdown Stuff* Extras Joke Watch on YouTube About the show Sponsored by PropelAuth: pythonbytes.fm/propelauth77 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...2025-07-1525 minPython BytesPython Bytes#439: That Astral EpisodeTopics 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 Watch on YouTube About the show Sponsored by Sentry: pythonbytes.fm/sentry 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. 2025-07-0726 minPython BytesPython Bytes#438: Motivation timeTopics covered in this episode: * Python Cheat Sheets from Trey Hunner* * Automatisch* * mureq-typed* * My CLI World* Extras Joke Watch on YouTube About the show Sponsored by Posit: pythonbytes.fm/connect 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...2025-06-3033 minPython BytesPython Bytes#437: Python Language Summit 2025 HighlightsTopics covered in this episode: * The Python Language Summit 2025* Fixing Python Properties * complexipy* * juvio* Extras Joke Watch on YouTube About the show Sponsored by Posit: pythonbytes.fm/connect 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...2025-06-2334 minPython BytesPython Bytes#436: Slow tests go lastTopics 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 Watch on YouTube About the show Sponsored by PropelAuth: pythonbytes.fm/propelauth66 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. Fina...2025-06-1636 minPython BytesPython Bytes#435: Stop with .folders in my ~/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 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...2025-06-0925 minPython BytesPython Bytes#434: Most of OpenAI’s tech stack runs on PythonTopics 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 Watch on YouTube About the show Sponsored by Digital Ocean: pythonbytes.fm/digitalocean-gen-ai Use code DO4BYTES and get $200 in free credit 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 t...2025-06-0229 minPython BytesPython Bytes#433: Dev in the ArenaTopics covered in this episode: git-flight-rules Uravelling t-strings neohtop Introducing Pyrefly: A new type checker and IDE experience for Python 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...2025-05-2628 minPython BytesPython Bytes#418: I'm a tea potTopics 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/4182025-01-2720 minPython PeoplePython PeopleMichael Kennedy - Talk Python and MotorcyclesMichael is the host of the podcasts Talk Python to Me and Python Bytes and runs the Python online course site Talk Python Training.He is also pretty serious about motorcycling, spends some time with simulated racing, and used to play billiards for cash. The Complete pytest CourseLevel up your testing skills and save time during coding and maintenance.Check out courses.pythontest.com ★ Support this podcast on Patreon ★ 2023-07-0729 minPython BytesPython Bytes#236: Fuzzy wuzzy wazzy fuzzy was fasterTopics 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/2362021-06-0237 minPython BytesPython Bytes#235: Flask 2.0 Articles and ReactionsTopics 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/2352021-05-2646 minPython BytesPython Bytes#234: The Astronomy-filled edition with Dr. BeckyTopics 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/2342021-05-1949 minPython BytesPython Bytes#233: RaaS: Readme as a ServiceTopics 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/2332021-05-1250 minPython BytesPython Bytes#232: PyPI in a box and a revolutionary keyboardTopics 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/2322021-05-0538 minPython BytesPython Bytes#231: Go Python, Go!Topics covered in this episode: For-Else: A Weird but Useful Feature in Python Tortoise ORM Faster Python with Go Shared objects Learn by reading code: Python standard library design decisions explained (for advanced beginners) Gradio: Create UIs for prototyping your machine learning model in 3 minutes Use basketball stats to optimize game play with Visual Studio Code Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/2312021-04-2844 minPython BytesPython Bytes#230: PyMars? Yes! FLoC? No!Topics covered in this episode: calmcode.io Natural sort (aka natsort) Python controlling a helicopter on Mars. Pydantic, FastAPI, Typer will all run on 3.10, 3.11, and into the future * Extra, Extra, Extra, Extra hear all about it* Build Python books with Jupyter-Book Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/2302021-04-2145 minPython BytesPython Bytes#229: Has one of your dependencies died?Topics covered in this episode: Coverage.py (5.6b1) and third-party code So you want your own PaaS? Piku! Web3.py Deadpendency All The Important Features and Changes in Python 3.10 freeCodeCamp’s Python Curriculum Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/2292021-04-1542 minPython BytesPython Bytes#228: Supreme Court decides API copyright battleTopics 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/2282021-04-0743 minPython BytesPython Bytes#227: No more awaiting, async comes to SQLAlchemyTopics 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/2272021-03-3133 minPython BytesPython Bytes#226: Teaching Python podcast on the podcast!Topics covered in this episode: DataClass vs NamedTuple vs Object: A Battle of Performance in Python Can My Water Cooled Raspberry Pi Cluster Beat My MacBook? There is an app for that! New packaging security funding & NYU * Extra x8, hear all about it* Using Development Containers with VS Code for Students Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/2262021-03-2546 minPython BytesPython Bytes#225: SELECT Pydantic FROM MongoDBTopics 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/2252021-03-1739 minPython BytesPython Bytes#224: Join us on a Python adventure back to 1977Topics 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/2242021-03-1037 minPython BytesPython Bytes#223: Beware: A ninja is shadowing Sebastian from FastAPITopics 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/2232021-03-0350 minTest & CodeTest & Code146: Automation Tools for Web App and API Development and Maintenance - Michael KennedyBuilding any software, including web apps and APIs requires testing. There's automated testing, and there's manual testing. In between that is exploratory testing aided by automation tools. Michael Kennedy joins the show this week to share some of the tools he uses during development and maintenance.We talk about tools used for semi-automated exploratory testing.  We also talk about some of the other tools and techniques he uses to keep Talk Python Training, Talk Python, and Python Bytes all up and running smoothly. We talk about:Postmanngroksitemap link testin...2021-03-0148 minPython BytesPython Bytes#222: Autocomplete with type annotations for AWS and boto3Topics 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/2222021-02-2438 minPython BytesPython Bytes#221: Pattern matching and accepting change in Python with Brett CannonTopics 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/2212021-02-1959 minPython BytesPython Bytes#220: What, why, and where of friendly errors in PythonTopics 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/2202021-02-1147 minPython BytesPython Bytes#219: HTMX: Dynamic and live HTML without JavaScriptTopics 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/2192021-02-0339 minPython BytesPython Bytes#218: Keyboards for developers, Python, and some historyTopics 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/2182021-01-2743 minPython BytesPython Bytes#217: Use your cloud SSD for fast, cross-process cachingTopics 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/2172021-01-1938 minPython BytesPython Bytes#216: Container: Sort thyself!Topics covered in this episode: pip search. Just don’t. QPython - Scripting for Android with Python Thesis: Deep Learning assistant for designers/engineers sortedcontainers Łukasz Langa Typed Twitter Thread Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/2162021-01-1335 minPython BytesPython Bytes#215: A Visual Introduction to NumPyTopics 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/2152021-01-0643 minPython BytesPython Bytes#214: Python year in review (2020 edition)See the full show notes for this episode on the website at pythonbytes.fm/2142020-12-281h 10Python BytesPython Bytes#213: Uh oh, Vulcans have infiltrated FlaskTopics 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/2132020-12-2345 minPython BytesPython Bytes#212: SQLite as a file format (like docx)Topics covered in this episode: pytest 6.2 is out SQLite as a file format (like docx) A Day in Code: Python – A picture book written in code PythonLabs is now hosted by Azure. and “Yes, Barry, there is a PythonLabs” * Extra, extra, extra, extra, extra, extra, hear all about it* OpenMV Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/2122020-12-1636 minPython BytesPython Bytes#211: Will a black hole devour this episode?Topics covered in this episode: Introducing FARM Stack - FastAPI, React, and MongoDB py-applescript airspeed velocity visidata Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/2112020-12-0744 minPython BytesPython Bytes#210: Analyzing Kickstarter Campaigns with PythonTopics 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/2102020-12-0331 minPython BytesPython Bytes#209: JITing Python with .NET, no irons in sightTopics 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/2092020-11-2733 minPython BytesPython Bytes#208: Dependencies out of control? Just pip chill.Topics covered in this episode: pip-chill - Make requirements with only the packages you need Windows update broke NumPy Build Plugins with Pluggy LINQ in Python Klio: a framework for processing audio files or any binary files, at large scale Collapsing code cells in Jupyter Notebooks Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/2082020-11-1930 minPython BytesPython Bytes#207: FastAPI as a web platform (not just APIs)Topics covered in this episode: fastapi-chameleon (and fastapi-jinja) Django REST API in a single file, without using DRF 2020 StackOverflow survey results A Visual Guide to Regular Expression Taking credit Raspberry Pi 400 Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/2072020-11-1333 minPython BytesPython Bytes#206: Python dropping old operating systems is normal!Topics covered in this episode: Making Enums (as always, arguably) more Pythonic Python 3.10 will be up to 10% faster Python 3.9 and no more Windows 7 Writing Robust Bash Shell Scripts Ideas for 5x faster CPython CPython core developer sprints Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/2062020-11-0842 minPython BytesPython Bytes#205: This is going to be a little bit awkwardTopics 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/2052020-10-3134 minPython BytesPython Bytes#204: Take the PSF survey and Will & Carlton drop byTopics 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/2042020-10-2340 minPython BytesPython Bytes#203: Scripting a masterpiece for Python web automationTopics 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/2032020-10-1640 minPython BytesPython Bytes#202: Jupyter is back in black!Topics covered in this episode: New in Python 3.9 jupyter-black Understanding and preventing DoS in web applications bbox-visualizer How to NEVER use lambdas. Uncommon Contributions: Making impact without touching the core of a library Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/2022020-10-0933 minPython BytesPython Bytes#201: Understand git by rebuilding it in PythonTopics 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/2012020-10-0240 minPython BytesPython Bytes#200: No dog-piling please (it's episode 200!)Topics covered in this episode: How to be helpful online * blackcellmagic* Test smarter, not harder US: The Greatest Package in the World Think Like A Coder Costs of running a Python web app for 55k monthly users Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/2002020-09-2532 minPython BytesPython Bytes#199: Big news for a very small Python runtimeTopics 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/1992020-09-1729 minPython BytesPython Bytes#198: There's a beaver in your database and Anna-Lena drops byTopics 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/1982020-09-1134 minPython BytesPython Bytes#197: Structured concurrency in PythonTopics 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/1972020-09-0536 minPython BytesPython Bytes#196: Version your SQL schemas with git + automatically migrate themTopics 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/1962020-08-2731 minPython BytesPython Bytes#195: Runtime type checking for Python type hintsTopics 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/1952020-08-1833 min