{"id":13397107,"url":"https://github.com/panjf2000/ants","last_synced_at":"2025-05-12T16:18:09.341Z","repository":{"id":37285188,"uuid":"134018330","full_name":"panjf2000/ants","owner":"panjf2000","description":"🐜🐜🐜 ants is the most powerful and reliable pooling solution for 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align=\"center\"\u003e\n\u003cimg src=\"https://raw.githubusercontent.com/panjf2000/logos/master/ants/logo.png\" /\u003e\n\u003cb\u003eA goroutine pool for Go\u003c/b\u003e\n\u003cbr/\u003e\u003cbr/\u003e\n\u003ca title=\"Build Status\" target=\"_blank\" href=\"https://github.com/panjf2000/ants/actions?query=workflow%3ATests\"\u003e\u003cimg src=\"https://img.shields.io/github/actions/workflow/status/panjf2000/ants/test.yml?branch=master\u0026style=flat-square\u0026logo=github-actions\" /\u003e\u003c/a\u003e\n\u003ca title=\"Codecov\" target=\"_blank\" href=\"https://codecov.io/gh/panjf2000/ants\"\u003e\u003cimg src=\"https://img.shields.io/codecov/c/github/panjf2000/ants?style=flat-square\u0026logo=codecov\" /\u003e\u003c/a\u003e\n\u003ca title=\"Release\" target=\"_blank\" href=\"https://github.com/panjf2000/ants/releases\"\u003e\u003cimg src=\"https://img.shields.io/github/v/release/panjf2000/ants.svg?color=161823\u0026style=flat-square\u0026logo=smartthings\" /\u003e\u003c/a\u003e\n\u003ca title=\"Tag\" target=\"_blank\" href=\"https://github.com/panjf2000/ants/tags\"\u003e\u003cimg src=\"https://img.shields.io/github/v/tag/panjf2000/ants?color=%23ff8936\u0026logo=fitbit\u0026style=flat-square\" /\u003e\u003c/a\u003e\n\u003cbr/\u003e\n\u003ca title=\"Minimum Go Version\" target=\"_blank\" href=\"https://github.com/panjf2000/gnet\"\u003e\u003cimg src=\"https://img.shields.io/badge/go-%3E%3D1.18-30dff3?style=flat-square\u0026logo=go\" /\u003e\u003c/a\u003e\n\u003ca title=\"Go Report Card\" target=\"_blank\" href=\"https://goreportcard.com/report/github.com/panjf2000/ants\"\u003e\u003cimg src=\"https://goreportcard.com/badge/github.com/panjf2000/ants?style=flat-square\" /\u003e\u003c/a\u003e\n\u003ca title=\"Doc for ants\" target=\"_blank\" href=\"https://pkg.go.dev/github.com/panjf2000/ants/v2?tab=doc\"\u003e\u003cimg src=\"https://img.shields.io/badge/go.dev-doc-007d9c?style=flat-square\u0026logo=read-the-docs\" /\u003e\u003c/a\u003e\n\u003ca title=\"Mentioned in Awesome Go\" target=\"_blank\" href=\"https://github.com/avelino/awesome-go#goroutines\"\u003e\u003cimg src=\"https://awesome.re/mentioned-badge-flat.svg\" /\u003e\u003c/a\u003e\n\u003c/p\u003e\n\nEnglish | [中文](README_ZH.md)\n\n## 📖 Introduction\n\nLibrary `ants` implements a goroutine pool with fixed capacity, managing and recycling a massive number of goroutines, allowing developers to limit the number of goroutines in your concurrent programs.\n\n## 🚀 Features:\n\n- Managing and recycling a massive number of goroutines automatically\n- Purging overdue goroutines periodically\n- Abundant APIs: submitting tasks, getting the number of running goroutines, tuning the capacity of the pool dynamically, releasing the pool, rebooting the pool, etc.\n- Handle panic gracefully to prevent programs from crash\n- Efficient in memory usage and it may even achieve ***higher performance*** than unlimited goroutines in Go\n- Nonblocking mechanism\n- Preallocated memory (ring buffer, optional)\n\n## 💡 How `ants` works\n\n### Flow Diagram\n\n\u003cp align=\"center\"\u003e\n\u003cimg width=\"1011\" alt=\"ants-flowchart-en\" src=\"https://user-images.githubusercontent.com/7496278/66396509-7b42e700-ea0c-11e9-8612-b71a4b734683.png\"\u003e\n\u003c/p\u003e\n\n### Activity Diagrams\n\n![](https://raw.githubusercontent.com/panjf2000/illustrations/master/go/ants-pool-1.png)\n\n![](https://raw.githubusercontent.com/panjf2000/illustrations/master/go/ants-pool-2.png)\n\n![](https://raw.githubusercontent.com/panjf2000/illustrations/master/go/ants-pool-3.png)\n\n![](https://raw.githubusercontent.com/panjf2000/illustrations/master/go/ants-pool-4.png)\n\n## 🧰 How to install\n\n### For `ants` v1\n\n``` powershell\ngo get -u github.com/panjf2000/ants\n```\n\n### For `ants` v2 (with GO111MODULE=on)\n\n```powershell\ngo get -u github.com/panjf2000/ants/v2\n```\n\n## 🛠 How to use\nCheck out [the examples](https://pkg.go.dev/github.com/panjf2000/ants/v2#pkg-examples) for basic usage.\n\n### Functional options for pool\n\n`ants.Options`contains all optional configurations of the ants pool, which allows you to customize the goroutine pool by invoking option functions to set up each configuration in `NewPool`/`NewPoolWithFunc`/`NewPoolWithFuncGeneric` method.\n\nCheck out [ants.Options](https://pkg.go.dev/github.com/panjf2000/ants/v2#Options) and [ants.Option](https://pkg.go.dev/github.com/panjf2000/ants/v2#Option) for more details.\n\n### Customize pool capacity\n\n`ants` supports customizing the capacity of the pool. You can call the `NewPool` method to instantiate a `Pool` with a given capacity, as follows:\n\n``` go\np, _ := ants.NewPool(10000)\n```\n\n### Submit tasks\nTasks can be submitted by calling `ants.Submit`\n```go\nants.Submit(func(){})\n```\n\n### Tune pool capacity at runtime\nYou can tune the capacity of `ants` pool at runtime with `ants.Tune`:\n\n``` go\npool.Tune(1000) // Tune its capacity to 1000\npool.Tune(100000) // Tune its capacity to 100000\n```\n\nDon't worry about the contention problems in this case, the method here is thread-safe (or should be called goroutine-safe).\n\n### Pre-malloc goroutine queue in pool\n\n`ants` allows you to pre-allocate the memory of the goroutine queue in the pool, which may get a performance enhancement under some special certain circumstances such as the scenario that requires a pool with ultra-large capacity, meanwhile, each task in goroutine lasts for a long time, in this case, pre-mallocing will reduce a lot of memory allocation in goroutine queue.\n\n```go\n// ants will pre-malloc the whole capacity of pool when calling ants.NewPool.\np, _ := ants.NewPool(100000, ants.WithPreAlloc(true))\n```\n\n### Release pool\n\n```go\npool.Release()\n```\n\nor\n\n```go\npool.ReleaseTimeout(time.Second * 3)\n```\n\n### Reboot pool\n\n```go\n// A pool that has been released can be still used after calling the Reboot().\npool.Reboot()\n```\n\n## ⚙️ About sequence\n\nAll tasks submitted to `ants` pool will not be guaranteed to be addressed in order, because those tasks scatter among a series of concurrent workers, thus those tasks would be executed concurrently.\n\n## 👏 Contributors\n\nPlease read our [Contributing Guidelines](CONTRIBUTING.md) before opening a PR and thank you to all the developers who already made contributions to `ants`!\n\n\u003ca href=\"https://github.com/panjf2000/ants/graphs/contributors\"\u003e\n  \u003cimg src=\"https://contrib.rocks/image?repo=panjf2000/ants\" /\u003e\n\u003c/a\u003e\n\n## 📄 License\n\nThe source code in `ants` is available under the [MIT License](/LICENSE).\n\n## 📚 Relevant Articles\n\n-  [Goroutine 并发调度模型深度解析之手撸一个高性能 goroutine 池](https://taohuawu.club/high-performance-implementation-of-goroutine-pool)\n-  [Visually Understanding Worker Pool](https://medium.com/coinmonks/visually-understanding-worker-pool-48a83b7fc1f5)\n-  [The Case For A Go Worker Pool](https://brandur.org/go-worker-pool)\n-  [Go Concurrency - GoRoutines, Worker Pools and Throttling Made Simple](https://twin.sh/articles/39/go-concurrency-goroutines-worker-pools-and-throttling-made-simple)\n\n## 🖥 Use cases\n\n### business corporations\n\nTrusted by the following corporations/organizations.\n\n\u003ctable\u003e\n  \u003ctbody\u003e\n    \u003ctr\u003e\n      \u003ctd align=\"center\" valign=\"middle\"\u003e\n        \u003ca href=\"https://www.tencent.com/\"\u003e\n          \u003cimg src=\"https://res.strikefreedom.top/static_res/logos/tencent_logo.png\" width=\"250\" /\u003e\n        \u003c/a\u003e\n      \u003c/td\u003e\n      \u003ctd align=\"center\" valign=\"middle\"\u003e\n        \u003ca href=\"https://www.bytedance.com/\" target=\"_blank\"\u003e\n          \u003cimg src=\"https://res.strikefreedom.top/static_res/logos/ByteDance_Logo.png\" width=\"250\" /\u003e\n        \u003c/a\u003e\n      \u003c/td\u003e\n      \u003ctd align=\"center\" valign=\"middle\"\u003e\n        \u003ca href=\"https://tieba.baidu.com/\" target=\"_blank\"\u003e\n          \u003cimg src=\"https://res.strikefreedom.top/static_res/logos/baidu-tieba-logo.png\" width=\"300\" /\u003e\n        \u003c/a\u003e\n      \u003c/td\u003e\n      \u003ctd align=\"center\" valign=\"middle\"\u003e\n        \u003ca href=\"https://weibo.com/\" target=\"_blank\"\u003e\n          \u003cimg src=\"https://res.strikefreedom.top/static_res/logos/weibo-logo.png\" width=\"300\" /\u003e\n        \u003c/a\u003e\n      \u003c/td\u003e\n    \u003c/tr\u003e\n    \u003ctr\u003e\n      \u003ctd align=\"center\" valign=\"middle\"\u003e\n        \u003ca href=\"https://www.tencentmusic.com/en-us/\" target=\"_blank\"\u003e\n          \u003cimg src=\"https://res.strikefreedom.top/static_res/logos/tencent-music-logo.png\" width=\"250\" /\u003e\n        \u003c/a\u003e\n      \u003c/td\u003e\n      \u003ctd align=\"center\" valign=\"middle\"\u003e\n        \u003ca href=\"https://www.futuhk.com/en/\" target=\"_blank\"\u003e\n          \u003cimg src=\"https://res.strikefreedom.top/static_res/logos/futu-logo.png\" width=\"250\" /\u003e\n        \u003c/a\u003e\n      \u003c/td\u003e\n      \u003ctd align=\"center\" valign=\"middle\"\u003e\n        \u003ca href=\"https://www.shopify.com/\" target=\"_blank\"\u003e\n          \u003cimg src=\"https://res.strikefreedom.top/static_res/logos/shopify-logo.png\" width=\"250\" /\u003e\n        \u003c/a\u003e\n      \u003c/td\u003e\n      \u003ctd align=\"center\" valign=\"middle\"\u003e\n        \u003ca href=\"https://www.wechat.com/en/\" target=\"_blank\"\u003e\n          \u003cimg src=\"https://res.strikefreedom.top/static_res/logos/wechat-logo.png\" width=\"250\" /\u003e\n        \u003c/a\u003e\n      \u003c/td\u003e\n    \u003c/tr\u003e\n    \u003ctr\u003e\n      \u003ctd align=\"center\" valign=\"middle\"\u003e\n        \u003ca href=\"https://www.baidu.com/\" target=\"_blank\"\u003e\n          \u003cimg src=\"https://res.strikefreedom.top/static_res/logos/baidu-mobile-logo.png\" width=\"250\" /\u003e\n        \u003c/a\u003e\n      \u003c/td\u003e\n      \u003ctd align=\"center\" valign=\"middle\"\u003e\n        \u003ca href=\"https://www.360.com/\" target=\"_blank\"\u003e\n          \u003cimg src=\"https://res.strikefreedom.top/static_res/logos/360-logo.png\" width=\"250\" /\u003e\n        \u003c/a\u003e\n      \u003c/td\u003e\n      \u003ctd align=\"center\" valign=\"middle\"\u003e\n        \u003ca href=\"https://www.huaweicloud.com/intl/en-us/\" target=\"_blank\"\u003e\n          \u003cimg src=\"https://res-static.hc-cdn.cn/cloudbu-site/china/zh-cn/%E7%BB%84%E4%BB%B6%E9%AA%8C%E8%AF%81/pep-common-header/logo-en.png\" width=\"250\" /\u003e\n        \u003c/a\u003e\n      \u003c/td\u003e\n      \u003ctd align=\"center\" valign=\"middle\"\u003e\n        \u003ca href=\"https://www.matrixorigin.io/\" target=\"_blank\"\u003e\n          \u003cimg src=\"https://www.matrixorigin.io/_next/static/media/logo-light-en.42553c69.svg\" width=\"250\" /\u003e\n        \u003c/a\u003e\n      \u003c/td\u003e\n    \u003c/tr\u003e\n    \u003ctr\u003e\n      \u003ctd align=\"center\" valign=\"middle\"\u003e\n        \u003ca href=\"https://adguard-dns.io/\" target=\"_blank\"\u003e\n          \u003cimg src=\"https://cdn.adtidy.org/website/images/AdGuardDNS_black.svg\" width=\"250\" /\u003e\n        \u003c/a\u003e\n      \u003c/td\u003e\n      \u003ctd align=\"center\" valign=\"middle\"\u003e\n        \u003ca href=\"https://bk.tencent.com/\" target=\"_blank\"\u003e\n          \u003cimg src=\"https://static.apiseven.com/2022/11/14/6371adab14119.png\" width=\"250\" /\u003e\n        \u003c/a\u003e\n      \u003c/td\u003e\n      \u003ctd align=\"center\" valign=\"middle\"\u003e\n        \u003ca href=\"https://www.alibabacloud.com/\" target=\"_blank\"\u003e\n          \u003cimg src=\"https://res.strikefreedom.top/static_res/logos/aliyun-intl-logo.png\" width=\"250\" /\u003e\n        \u003c/a\u003e\n      \u003c/td\u003e\n      \u003ctd align=\"center\" valign=\"middle\"\u003e\n        \u003ca href=\"https://www.zuoyebang.com/\" target=\"_blank\"\u003e\n          \u003cimg src=\"https://res.strikefreedom.top/static_res/logos/zuoyebang-logo.jpeg\" width=\"300\" /\u003e\n        \u003c/a\u003e\n      \u003c/td\u003e\n    \u003c/tr\u003e\n    \u003ctr\u003e\n      \u003ctd align=\"center\" valign=\"middle\"\u003e\n        \u003ca href=\"https://www.antgroup.com/en/\" target=\"_blank\"\u003e\n          \u003cimg src=\"https://res.strikefreedom.top/static_res/logos/ant-group-logo.png\" width=\"250\" /\u003e\n        \u003c/a\u003e\n      \u003c/td\u003e\n      \u003ctd align=\"center\" valign=\"middle\"\u003e\n        \u003ca href=\"https://zilliz.com/\" target=\"_blank\"\u003e\n          \u003cimg src=\"https://res.strikefreedom.top/static_res/logos/zilliz-logo.png\" width=\"250\" /\u003e\n        \u003c/a\u003e\n      \u003c/td\u003e\n      \u003c/td\u003e\n      \u003ctd align=\"center\" valign=\"middle\"\u003e\n        \u003ca href=\"https://amap.com/\" target=\"_blank\"\u003e\n          \u003cimg src=\"https://res.strikefreedom.top/static_res/logos/amap-logo.png\" width=\"250\" /\u003e\n        \u003c/a\u003e\n      \u003c/td\u003e\n    \u003c/tr\u003e\n  \u003c/tbody\u003e\n\u003c/table\u003e\n\nIf you're also using `ants` in production, please help us enrich this list by opening a pull request.\n\n### open-source software\n\nThe open-source projects below do concurrent programming with the help of `ants`.\n\n- [gnet](https://github.com/panjf2000/gnet):  A high-performance, lightweight, non-blocking, event-driven networking framework written in pure Go.\n- [milvus](https://github.com/milvus-io/milvus): An open-source vector database for scalable similarity search and AI applications.\n- [nps](https://github.com/ehang-io/nps): A lightweight, high-performance, powerful intranet penetration proxy server, with a powerful web management terminal.\n- [TDengine](https://github.com/taosdata/TDengine): TDengine is an open source, high-performance, cloud native time-series database optimized for Internet of Things (IoT), Connected Cars, and Industrial IoT.\n- [siyuan](https://github.com/siyuan-note/siyuan): SiYuan is a local-first personal knowledge management system that supports complete offline use, as well as end-to-end encrypted synchronization.\n- [osmedeus](https://github.com/j3ssie/osmedeus): A Workflow Engine for Offensive Security.\n- [jitsu](https://github.com/jitsucom/jitsu/tree/master): An open-source Segment alternative. Fully-scriptable data ingestion engine for modern data teams. Set-up a real-time data pipeline in minutes, not days.\n- [triangula](https://github.com/RH12503/triangula): Generate high-quality triangulated and polygonal art from images.\n- [teler](https://github.com/kitabisa/teler): Real-time HTTP Intrusion Detection.\n- [bsc](https://github.com/binance-chain/bsc): A Binance Smart Chain client based on the go-ethereum fork.\n- [jaeles](https://github.com/jaeles-project/jaeles): The Swiss Army knife for automated Web Application Testing.\n- [devlake](https://github.com/apache/incubator-devlake): The open-source dev data platform \u0026 dashboard for your DevOps tools.\n- [matrixone](https://github.com/matrixorigin/matrixone): MatrixOne is a future-oriented hyper-converged cloud and edge native DBMS that supports transactional, analytical, and streaming workloads with a simplified and distributed database engine, across multiple data centers, clouds, edges and other heterogeneous infrastructures.\n- [bk-bcs](https://github.com/TencentBlueKing/bk-bcs): BlueKing Container Service (BCS, same below) is a container management and orchestration platform for the micro-services under the BlueKing ecosystem.\n- [trueblocks-core](https://github.com/TrueBlocks/trueblocks-core): TrueBlocks improves access to blockchain data for any EVM-compatible chain (particularly Ethereum mainnet) while remaining entirely local.\n- [openGemini](https://github.com/openGemini/openGemini): openGemini is an open-source,cloud-native time-series database(TSDB) that can be widely used in IoT, Internet of Vehicles(IoV), O\u0026M monitoring, and industrial Internet scenarios.\n- [AdGuardDNS](https://github.com/AdguardTeam/AdGuardDNS): AdGuard DNS is an alternative solution for tracker blocking, privacy protection, and parental control.\n- [WatchAD2.0](https://github.com/Qihoo360/WatchAD2.0): WatchAD2.0 是 360 信息安全中心开发的一款针对域安全的日志分析与监控系统，它可以收集所有域控上的事件日志、网络流量，通过特征匹配、协议分析、历史行为、敏感操作和蜜罐账户等方式来检测各种已知与未知威胁，功能覆盖了大部分目前的常见内网域渗透手法。\n- [vanus](https://github.com/vanus-labs/vanus): Vanus is a Serverless, event streaming system with processing capabilities. It easily connects SaaS, Cloud Services, and Databases to help users build next-gen Event-driven Applications.\n- [trpc-go](https://github.com/trpc-group/trpc-go): A pluggable, high-performance RPC framework written in Golang.\n- [motan-go](https://github.com/weibocom/motan-go): Motan is a cross-language remote procedure call(RPC) framework for rapid development of high performance distributed services. motan-go is the golang implementation of Motan.\n\n#### All use cases:\n\n- [Repositories that depend on ants/v2](https://github.com/panjf2000/ants/network/dependents?package_id=UGFja2FnZS0yMjY2ODgxMjg2)\n\n- [Repositories that depend on ants/v1](https://github.com/panjf2000/ants/network/dependents?package_id=UGFja2FnZS0yMjY0ODMzNjEw)\n\nIf you have `ants` integrated into projects, feel free to open a pull request refreshing this list of use cases.\n\n## 🔋 JetBrains OS licenses\n\n`ants` has been being developed with GoLand under the **free JetBrains Open Source license(s)** granted by JetBrains s.r.o., hence I would like to express my thanks here.\n\n\u003ca href=\"https://www.jetbrains.com/?from=ants\" target=\"_blank\"\u003e\u003cimg src=\"https://resources.jetbrains.com/storage/products/company/brand/logos/jetbrains.svg\" alt=\"JetBrains logo.\"\u003e\u003c/a\u003e\n\n## 💰 Backers\n\nSupport us with a monthly donation and help us continue our activities.\n\n\u003ca href=\"https://opencollective.com/ants#backers\" target=\"_blank\"\u003e\u003cimg src=\"https://opencollective.com/ants/backers.svg\"\u003e\u003c/a\u003e\n\n## 💎 Sponsors\n\nBecome a bronze sponsor with a monthly donation of $10 and get your logo on our README on GitHub.\n\n\u003ca href=\"https://opencollective.com/ants#sponsors\" target=\"_blank\"\u003e\u003cimg src=\"https://opencollective.com/ants/sponsors.svg\"\u003e\u003c/a\u003e\n\n## ☕️ Buy me a coffee\n\n\u003e Please be sure to leave your name, GitHub account, or other social media accounts when you donate by the following means so that I can add it to the list of donors as a token of my appreciation.\n\n\u003cimg src=\"https://raw.githubusercontent.com/panjf2000/illustrations/master/payments/WeChatPay.JPG\" width=\"250\" align=\"middle\"/\u003e\u0026nbsp;\u0026nbsp;\n\u003cimg src=\"https://raw.githubusercontent.com/panjf2000/illustrations/master/payments/AliPay.JPG\" width=\"250\" align=\"middle\"/\u003e\u0026nbsp;\u0026nbsp;\n\u003ca href=\"https://www.paypal.me/R136a1X\" target=\"_blank\"\u003e\u003cimg src=\"https://raw.githubusercontent.com/panjf2000/illustrations/master/payments/PayPal.JPG\" width=\"250\" align=\"middle\"/\u003e\u003c/a\u003e\u0026nbsp;\u0026nbsp;\n\n## 🔋 Sponsorship\n\n\u003cp\u003e\n  \u003ca href=\"https://www.digitalocean.com/\"\u003e\n    \u003cimg src=\"https://opensource.nyc3.cdn.digitaloceanspaces.com/attribution/assets/PoweredByDO/DO_Powered_by_Badge_blue.svg\" width=\"201px\"\u003e\n  \u003c/a\u003e\n\u003c/p\u003e\n","funding_links":["https://github.com/sponsors/panjf2000","https://patreon.com/panjf2000","https://opencollective.com/panjf2000","https://opencollective.com/ants","https://www.paypal.me/R136a1X"],"categories":["Go","HarmonyOS","Misc","Goroutines","开源类库","Data structures","Open source library","Relational Databases","语言资源库","Goroutines `goroutines的管理和使用`"],"sub_categories":["Windows Manager","Search and Analytic Databases","协程/线程","Coroutine/Thread","检索及分析资料库","go","SQL 查询语句构建库","Advanced Console UIs"],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fpanjf2000%2Fants","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fpanjf2000%2Fants","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fpanjf2000%2Fants/lists"}