Plain: Python web framework nearing 1.0; forked from Django, focuses on product development. Features include end-to-end local development, first-party packages, and customizable admin tools. Supports various databases, authentication methods, frontend tools, and local development solutions.
TLDR: The book aims to teach Python developers architectural patterns for managing complexity in software development, emphasizing Test-Driven Development (TDD), Domain-Driven Design (DDD), and event-driven architecture. Authors Harry and Bob, experienced in building applications for an ecommerce company, use practical examples to demonstrate these concepts, focusing on maintaining clean code architecture while solving real-world business problems. The book encourages hands-on coding, structured around a single project, using various Python frameworks and aiming to offer insights applicable to both monolithic and microservices architectures.
Probly is an AI-powered spreadsheet application that integrates spreadsheet functions with Python data analysis and visualization. It uses a modern architecture with a Next.js frontend and Pyodide for Python execution in the browser. Users can get started quickly with Docker or install manually, setting up an OpenAI API key for advanced features. Key functionalities include intelligent suggestions, local data analysis, and interactive charts, suitable for various applications.
Xonsh is a modern, cross-platform shell that combines Python 3.6+ with shell commands, allowing seamless integration of both. It offers features like shell command combining, extensions (xontribs), customizable prompts, and extensive installation methods (PyPi, Conda, AppImage, Docker). It’s suitable for users of all skill levels and supports major operating systems like Linux, OSX, and Windows.
Scripton Python IDE Overview:
Scripton is a Python IDE for macOS that allows real-time visualizations, integrated plotting, and built-in graphics toolkits. It enables dynamic visualizations directly from Python scripts without needing external tools, using libraries like Plotly and Observable Plot. The IDE features an advanced REPL for code editing, debugging tools, and support for various libraries such as Matplotlib, PyTorch, and OpenCV. It aims to cater to both scientific and creative applications, supporting Python versions 3.8 and above. Currently compatible with macOS, Windows and Linux support is forthcoming.
DeepSeek AI tools were impersonated by infostealer malware on PyPI. Two malicious packages, “deepseeek” and “deepseekai,” were discovered, which stole sensitive data from developers who downloaded them. The malware, uploaded from an inactive account, exfiltrated user credentials to a command and control server. Despite being reported and taken down quickly, 222 developers downloaded the packages, mostly from the U.S. Affected users are urged to change their API keys and credentials to prevent further compromise.
Build a full-text search engine in 150 lines of Python. Covers indexing Wikipedia abstracts, tokenization, stopword filtering, searching with boolean logic, and ranking results by term frequency and inverse document frequency. Example code available on GitHub. Future improvements include optimizing relevancy and storage.
https://bart.degoe.de/building-a-full-text-search-engine-150-lines-of-code/
