Switch to UV for faster Python dependency installation

497: Embracing the shift from local VS Code setups to Fabric's OneLake File Explorer. Initially, the focus was on replicating the Fabric runtime experience within VS Code. However, the necessity of connecting to local data or installing custom packages often led to complex configurations. The realization is that for many tasks, especially with Python, leveraging the OneLake File Explorer proves more efficient. Instead of bringing all data to your local machine, it's often simpler to bring your workflows to Fabric, directly accessing local folders like package directories via OneLake. #Fabric #OneLake #DataEngineering #CloudComputing #VSCode

Today at 21:00 CET. The 2026 Python Stack: What's Changing. We'll cover (Julian Sequeira, Bob Belderbos and myself) - uv: why one tool now replaces five - ruff: formatting and linting in milliseconds - The verification loop before every commit - Repository pattern for clean architecture - Real code, not theory - Then Q&A. Bring your Python questions. Whether you're wondering about modern tooling or trying to figure out how to structure your next project, this session will give you clarity. Free. Live. Today.👇 https://lnkd.in/e8X3sVNC See you there. #Python #LiveSession #ModernPython #uv #ruff

Do you like my new license plate? If you aren’t using Astral’s uv package manager for Python projects, then you are missing out! Since it is built in rust, it is blazing fast and efficiently manages concurrent downloads. The “uv add” command simplifies dependency management. It builds a uv.lock file that manages strict version control to ensure exact reproducibility across builds. The transition is really simple since you can still run all of your favorite python commands via “uv run python3 …” Plus, you don’t need to activate Python environments anymore! The uv cli command automatically searches for the closest Python environment, and uses its binaries. Hopefully this plate number puts a smile on some fellow nerds’ faces as they drive by. What nerd command would you put on your license plate? #python #astraluv #uv #astral

Ready to build a conference call system with #Python? 🐍📞 In our tutorial, we break down how to connect multiple parties using the Vonage Voice API and the FastAPI framework. Let's take a closer look at: 🔹 Handling inbound calls with NCCOs 🔹 Setting up webhooks for real-time notifications 🔹 Using ngrok to tunnel your local server to the public internet Check out the full walkthrough to see how you can implement a seamless conference experience from scratch https://vonage.dev/3NYvZT6

Mastering Logic with Python There’s a special kind of satisfaction in building something that works exactly the way you intended. I just wrapped up a Number Guessing Game project focused on strengthening my understanding of control flow and user interaction. The challenge? Creating a seamless "infinite loop" that only terminates once the user solves the puzzle. Key takeaways from this build: Implementing while loops for continuous execution. Using conditional logic (if/elif/else) to provide real-time user feedback. Handling the random module to ensure every game is unique. It’s a simple concept, but a powerful way to practice building robust, crash-proof code. source code: https://lnkd.in/g_WtcgWR #PythonProgramming #CodingJourney #LogicBuilding #SoftwareDevelopment #JuniorDev

If you are using LAMMPS and want to switch to GROMACS, this small Python utility may be useful: https://lnkd.in/eM9R72pW Some features: Converts LAMMPS structures to .gro, itp and top format Supports advanced residue naming for cleaner topology handling Simple and lightweight workflow Feedback and contributions are welcome.

🎥 Week 4 | Phase 0 Foundation (Python) | Mini Project video is up. Three weeks of code. All in separate folders. Disconnected. This week I stitched it all together into one reusable package. Built llm-test-utils - a single Python package bundling everything from the past 3 weeks: → Prompt formatter (Week 1) → Test case organizer (Week 2) → llm response validator (Week 3) → All wrapped in a proper package structure Modules. __init__.py. Virtual environments. The stuff that turns scripts into actual software. If you're following along, try building it yourself first. Video's there if you get stuck or want a different perspective. Link in comments. #GenAITesting #LearnInPublic #LLMTesting #Python #AITesting #QAEngineer #QAEngineer #SoftwareTesting #52WeekChallenge

Inspire 2025.2 enables a fun application of 𝐢𝐧𝐭𝐞𝐧𝐬𝐢𝐭𝐲 𝐝𝐚𝐭𝐚 that you get from an AS1 in RDS 6.6. Check it out! A simple Python script allows you to extract the QR code with the data and use in any way you wish. 🔗 Read about all the new features in Inspire 2025.2 at https://hxgn.biz/4pEE4JB

📺 Now Available OnDemand: Inside the New SEC573 with Mark Baggett See how the updated course uses Python, LLMs, and MCP to help defenders build smarter tools faster. Watch the replay and get inspired to start automating. 🔗 https://go.sans.org/OkqVCi #OnDemand #SEC573 #CyberDefense #SecurityAutomation #Python #LLM

BREAKING NEWS: I’m thrilled to announce that all attendees of SEC573 AI-Powered security automation: Building Tools with Python LLMs and MCP in Orlando on March 29th will now have access to OnDemand at no extra cost! This means you’ll have extended access to labs and bonus “section 7” material, which includes hours of content that won’t fit into the live class. Additionally, you’ll receive all the solutions to the bonus material. Were you already considering taking the course OnDemand? Why not combine it with a trip to Orlando and double the fun? If you register now using the registration code “Presale10,” you’ll receive a 10% discount. Alternatively, if you’ve already taken 573 and want to enhance your skills to include AI agent development, you can register and select “pay by check” to get a 50% discount. - OnDemand - Live lecture - Orlando Don’t forget to also get your GPYC certification! Still not convinced? Register to watch the lecture below for an overview is the content.