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Free-threaded Python is no longer an experiment. Here's what it unlocked in my workload
It's been in the works for a while.
Your application already uses asyncio (for example, FastAPI, aiohttp, or Discord bots) and you need to integrate database calls without blocking the event loop. Database queries are I/O-bound, not CPU ...
Making Python code run concurrently is a solved problem. asyncio.gather, a thread pool, a handful of await calls — any of these get you parallel I/O in an afternoon. The harder problem, the one that ...
Write decoupled functions in Python and let Mercury Composable engines (Java, and the official Rust port) orchestrate them from Event Script flows and MiniGraph knowledge graphs — with no ...
FastAPI stands out for speed, async support, and built-in validation, making it ideal for modern high-traffic APIs. Interviewers focus on concepts like ASGI, async behavior, and dependency injection, ...
Дело в плохом коде не всегда в плохом коде. Дело в том, что разные языки пришли к разным моделям многопоточности и каждая решает проблему по ...
PyPy, an alternative runtime for Python, uses a specially created JIT compiler to yield potentially massive speedups over CPython, the conventional Python runtime. But PyPy’s exemplary performance has ...
python3 benchmarks/profile_resources.py --seed 12345 --repeats 5 --cold-and-warm --output .omx/artifacts/resource-after-$(date -u +%Y%m%dT%H%M%SZ).json The profiler ...
本内容遵循CC 4.0 BY-SA版权协议 本文详细介绍在Python项目中设计与维护全局线程池的最佳实践，涵盖线程池的工程化实现、有界提交防OOM、异常重试、asyncio集成、Web部署注意事项及监控指标。
# International endpoint key export DASHSCOPE_API_KEY="sk-..." Qwen3-ASR-Toolkit turns Qwen3-ASR-Flash into a practical long-audio pipeline by combining VAD-based segmentation, FFmpeg normalization ...
В статье — практический разбор двух подходов: многопоточность на ThreadPoolExecutor и асинхронщина на asyncio. Плюс: баннер-граббинг, HTTP-проверка ...
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