From a programmer's virtue to a computational powerhouse: laziness transforms a developer's best practice into the engine of modern computing!

Inspired by the ESA's Gaia Milky Way map! At SciPy 2023, we showcased visualizing a massive 7.3 TB Gaia dataset on a standard laptop by compressing it to 1.8 GB using #Blosc2. Big data analysis for everyone! 🚀 Dataset: https://t.co/976427jszL Paper: https://t.co/tWwia6gfrG

🚨Blosc2 3.9.1🚨 • Array API standard compliance - 70 new functions • Fast linalg: tensordot up to 12x 𝐅𝐀𝐒𝐓𝐄𝐑 than NumPy for large arrays ! • Fast num calc: Funcs like hypot 10x 𝐅𝐀𝐒𝐓𝐄𝐑 than NumPy! Blog: https://t.co/3EWRlHTg3Y #Python #linalg #computation

The powerful SIMD capabilities in modern processors represent a huge, often untapped, potential for accelerating computations. https://t.co/r5hsbLzC2O

Exciting news! Python-Blosc2 is making huge strides towards array-api compliance. 🚀 You can now use it as a drop-in replacement for NumPy to operate efficiently on compressed data. 🗜️💪 There's more to come, but what a fantastic milestone! ✨

The slides of my talk about _Blosc2: Compress Better, Compute Bigger_ for the recent @EuroSciPy : https://t.co/JKOgXpx6pv EuroSciPy 2025 was great! A human sized event with lots of interesting talks and people ready to help you. Thanks to the organizers for a fantastic event!

🚀 We're thrilled to announce *TreeStore*, a new class in Python-Blosc2! Endow your datasets with a hierarchical structure! ⚡️ 📝 We've blogged about it: https://t.co/Rfbq4rydyn It's in beta, and and available in Python-Blosc2 v3.7.2. Enjoy! #Python #DataScience #OpenSource

Python-Blosc2 comes with an extensively tested partition sizes algorithm for setting the best chunk and block sizes. But you can always bypass this mechanism for more appropriate fine-tuning 🚀 Compress Better, Compute Bigger! https://t.co/7OUlxljqCK #DataScience

🗣️ Announcing Python-Blosc2 3.6.1 ¡Unlock new levels of data manipulation with new fancy and orthogonal indexing in #Blosc2! 🚀 👉 https://t.co/KhC8sRM74m Compress Better, Compute Bigger! #Python #DataScience #BigData #NumPy #Performance

Tired of trial-and-error with #Blosc2 compression? Do better with #Btune! 🚀 Btune can be trained to automatically find the best parameters for your specific datasets and use case. 🔗 https://t.co/FbezSSsViG Compress Bettter! #DataCompression #Optimization

#Blosc2 supports memory-mapped files for super-efficient data access! 🚀 👉 https://t.co/TV1dgrHoBj Join our tutorial at @EuroSciPy 2025, where we'll dive deep into these techniques and share more expert tips for maximizing data throughput. See you there! #Performance 🚀💾

💡New to version control or data management? 📣 Tutorial: Managing Scientific Data and Workflows with DataLad 🎓 Led by Ole Bialas & Michał Szczepanik! 👩💻 Perfect for beginners at #EuroSciPy2025! 📅 https://t.co/IjqI0qy1Ws #Python #Reproducibility #OpenScience

Thanks to the advanced double partitioning techniques in #Blosc2, our #Caterva2 package can serve small slices of big datasets (3.8 GB) through internet in less than the blink of an eye. Try it out! 👉 https://t.co/UH44l20l04 Share Faster! #BigData #RemoteAccess #Performance

#Blosc2 now runs directly in your browser! Leveraging the power of #WASM, #Pyodide, and #JupyterLite, you can harness efficient compression through the web's universal interface. Compress Better, Compute Bigger, Share Faster #DataCompression #WebDevelopment #DataScience

For those who could not attend, the recording of our webinar, "A Gentle Introduction to Cat2Cloud," is now available! https://t.co/loSOuw9Oh0 If interested, remember that the subscription to our beta program is currently open! Compress Better, Compute Bigger, Share Faster!

🗣️ Announcing Python-Blosc2 3.5.1 🚀This introduces significant performance and memory optimizations, enhancing the experience of computing with large, compressed datasets using lazy expressions. Compress Better, Compute Bigger! #Performance #MemoryEfficiency #DataScience

Struggling with slow I/O in #HDF5? Try #Blosc2 as a filter or I/O data handler — faster data, less pain! 👉 https://t.co/XnT6BLXNma #Performance #DataScience

Looking forward to meet folks for an exciting tutorial on efficient compression, large computations and other musings. See you in Krakow!

📢 Hands-on #EuroSciPy2025 Tutorial: Compress, Compute, Conquer! with @FrancescAlted + Luke Shaw! 🚀 Learn to process datasets 100x bigger than RAM using Python-Blosc2's new compute engine. 🧠 90 minutes of big-data magic. 🗓️ https://t.co/IjqI0qy1Ws #Python #DataScience #HPC

🚀 Excited to announce our first keynote at #EuroSciPy2025: Anna Lührs – Deputy Lead @ JSC and co-founder of JuWinHPC! She’s championing diversity in HPC through action. Don’t miss her talk: 🗣️ “Women in HPC – Breaking Barriers and Shaping the Future” 🎟️