SShortSingh.
Back to feed

Python Asyncio Library Enables Concurrent I/O Tasks Within a Single Thread

0
·1 views

Python's built-in asyncio library, available since version 3.4, allows developers to write concurrent programs using the async and await syntax. Unlike multithreading or multiprocessing, asyncio operates within a single thread via an event loop that coordinates task switching. It is best suited for I/O-bound operations, such as API calls or database queries, where programs would otherwise stall waiting for external responses. When a task hits a waiting point, it voluntarily yields control to the event loop, which then runs other ready tasks until the response arrives. Key building blocks include coroutines defined with async def, the await keyword for pausing execution, and asyncio.gather() for running multiple tasks concurrently rather than sequentially.

Read the full story at DEV Community

This is an AI-generated summary. ShortSingh links to the original source for the complete article.

Discussion (0)

Log in to join the discussion and vote.

Log in

Related stories

0
ProgrammingGitHub Blog ·

GitHub Copilot App Slash Commands: A Guide to Boosting Your Dev Workflow

GitHub has published a guide on using slash commands within the GitHub Copilot app. These commands extend the app's functionality beyond simple chat interactions. They are designed to help developers plan projects, collaborate with teammates, automate repetitive tasks, and customize their workflows. The guide aims to help users get more out of Copilot by leveraging these built-in shortcuts.

0
ProgrammingDEV Community ·

Engineer Replaces kube-proxy with eBPF in Homelab, Triggers 6-Hour Monitoring Blackout

A Kubernetes engineer running a four-node bare-metal homelab cluster upgraded Cilium from version 1.15 to 1.16 and enabled full eBPF-based kube-proxy replacement by flipping a single configuration flag. The change appeared successful at first, with all pods reporting healthy status, but at 2:47 AM an alert revealed that the SIEM had stopped receiving any network flow or Kubernetes audit log data. The root cause was that the eBPF datapath bypasses the iptables and conntrack layers that the security monitoring stack depended on to capture traffic. The engineer, who works with managed Kubernetes at Siemens professionally, documented the incident as a cautionary account of how replacing a core networking component can silently blind observability and security tooling. The episode highlights a broader gap in official documentation around eBPF adoption: tools built for the traditional netfilter universe do not automatically carry over into an eBPF-managed datapath.

0
ProgrammingDEV Community ·

Developer builds low-allocation HTTP library for ESP32, cuts RAM use by 99.9%

A software developer created ESP32-HTTP-Client, an open-source C++ library designed to solve chronic memory management problems on ESP32 microcontrollers. Traditional approaches using HTTPClient and ArduinoJson typically allocate around 58 KB of heap per request, often causing crashes in complex embedded projects with Wi-Fi, Bluetooth, and multiple sensors. The new library uses streaming JSON parsing directly from the network socket and writes values straight into target C++ variables, eliminating intermediate buffers and temporary object trees. Benchmarks across 100 consecutive requests showed heap allocation drop from roughly 58 KB to about 15 bytes per request, while average response time fell from 750 ms to 59 ms thanks to persistent TLS Keep-Alive connections. The library has since gained users across multiple countries deploying it in real-world embedded projects.