forked from mirror/ants
392 lines
18 KiB
Markdown
392 lines
18 KiB
Markdown
<p align="center">
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<img src="https://raw.githubusercontent.com/panjf2000/logos/master/ants/logo.png" />
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<b>A goroutine pool for Go</b>
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<br/><br/>
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<a title="Build Status" target="_blank" href="https://github.com/panjf2000/ants/actions?query=workflow%3ATests"><img src="https://img.shields.io/github/workflow/status/panjf2000/ants/Tests?style=flat-square&logo=github-actions" /></a>
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<a title="Codecov" target="_blank" href="https://codecov.io/gh/panjf2000/ants"><img src="https://img.shields.io/codecov/c/github/panjf2000/ants?style=flat-square&logo=codecov" /></a>
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<a title="Release" target="_blank" href="https://github.com/panjf2000/ants/releases"><img src="https://img.shields.io/github/v/release/panjf2000/ants.svg?color=161823&style=flat-square&logo=smartthings" /></a>
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<a title="Tag" target="_blank" href="https://github.com/panjf2000/ants/tags"><img src="https://img.shields.io/github/v/tag/panjf2000/ants?color=%23ff8936&logo=fitbit&style=flat-square" /></a>
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<br/>
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<a title="Chat Room" target="_blank" href="https://gitter.im/ants-pool/ants?utm_source=badge&utm_medium=badge&utm_campaign=pr-badge&utm_content=body_badge"><img src="https://badges.gitter.im/ants-pool/ants.svg" /></a>
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<a title="Go Report Card" target="_blank" href="https://goreportcard.com/report/github.com/panjf2000/ants"><img src="https://goreportcard.com/badge/github.com/panjf2000/ants?style=flat-square" /></a>
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<a title="Doc for ants" target="_blank" href="https://pkg.go.dev/github.com/panjf2000/ants/v2?tab=doc"><img src="https://img.shields.io/badge/go.dev-doc-007d9c?style=flat-square&logo=read-the-docs" /></a>
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<a title="Mentioned in Awesome Go" target="_blank" href="https://github.com/avelino/awesome-go#goroutines"><img src="https://awesome.re/mentioned-badge-flat.svg" /></a>
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</p>
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English | [🇨🇳中文](README_ZH.md)
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## 📖 Introduction
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Library `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.
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## 🚀 Features:
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- Managing and recycling a massive number of goroutines automatically
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- Purging overdue goroutines periodically
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- Abundant APIs: submitting tasks, getting the number of running goroutines, tuning capacity of pool dynamically, releasing pool, rebooting pool
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- Handle panic gracefully to prevent programs from crash
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- Efficient in memory usage and it even achieves [higher performance](#-performance-summary) than unlimited goroutines in Golang
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- Nonblocking mechanism
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## ⚔️ Tested in the following Golang releases:
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All releases from **Go1.8.x** to **Go1.16.x**.
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## 💡 How `ants` works
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### Flow Diagram
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<p align="center">
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<img width="1011" alt="ants-flowchart-en" src="https://user-images.githubusercontent.com/7496278/66396509-7b42e700-ea0c-11e9-8612-b71a4b734683.png">
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</p>
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### Activity Diagrams
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## 🧰 How to install
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### For `ants` v1
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``` powershell
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go get -u github.com/panjf2000/ants
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```
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### For `ants` v2 (with GO111MODULE=on)
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```powershell
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go get -u github.com/panjf2000/ants/v2
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```
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## 🛠 How to use
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Just take a imagination that your program starts a massive number of goroutines, resulting in a huge consumption of memory. To mitigate that kind of situation, all you need to do is to import `ants` package and submit all your tasks to a default pool with fixed capacity, activated when package `ants` is imported:
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``` go
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package main
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import (
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"fmt"
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"sync"
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"sync/atomic"
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"time"
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"github.com/panjf2000/ants/v2"
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)
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var sum int32
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func myFunc(i interface{}) {
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n := i.(int32)
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atomic.AddInt32(&sum, n)
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fmt.Printf("run with %d\n", n)
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}
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func demoFunc() {
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time.Sleep(10 * time.Millisecond)
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fmt.Println("Hello World!")
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}
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func main() {
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defer ants.Release()
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runTimes := 1000
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// Use the common pool.
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var wg sync.WaitGroup
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syncCalculateSum := func() {
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demoFunc()
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wg.Done()
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}
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for i := 0; i < runTimes; i++ {
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wg.Add(1)
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_ = ants.Submit(syncCalculateSum)
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}
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wg.Wait()
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fmt.Printf("running goroutines: %d\n", ants.Running())
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fmt.Printf("finish all tasks.\n")
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// Use the pool with a function,
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// set 10 to the capacity of goroutine pool and 1 second for expired duration.
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p, _ := ants.NewPoolWithFunc(10, func(i interface{}) {
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myFunc(i)
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wg.Done()
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})
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defer p.Release()
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// Submit tasks one by one.
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for i := 0; i < runTimes; i++ {
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wg.Add(1)
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_ = p.Invoke(int32(i))
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}
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wg.Wait()
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fmt.Printf("running goroutines: %d\n", p.Running())
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fmt.Printf("finish all tasks, result is %d\n", sum)
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}
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```
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### Functional options for ants pool
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```go
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// Option represents the optional function.
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type Option func(opts *Options)
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// Options contains all options which will be applied when instantiating a ants pool.
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type Options struct {
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// ExpiryDuration is a period for the scavenger goroutine to clean up those expired workers,
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// the scavenger scans all workers every `ExpiryDuration` and clean up those workers that haven't been
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// used for more than `ExpiryDuration`.
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ExpiryDuration time.Duration
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// PreAlloc indicates whether to make memory pre-allocation when initializing Pool.
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PreAlloc bool
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// Max number of goroutine blocking on pool.Submit.
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// 0 (default value) means no such limit.
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MaxBlockingTasks int
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// When Nonblocking is true, Pool.Submit will never be blocked.
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// ErrPoolOverload will be returned when Pool.Submit cannot be done at once.
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// When Nonblocking is true, MaxBlockingTasks is inoperative.
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Nonblocking bool
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// PanicHandler is used to handle panics from each worker goroutine.
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// if nil, panics will be thrown out again from worker goroutines.
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PanicHandler func(interface{})
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// Logger is the customized logger for logging info, if it is not set,
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// default standard logger from log package is used.
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Logger Logger
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}
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// WithOptions accepts the whole options config.
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func WithOptions(options Options) Option {
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return func(opts *Options) {
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*opts = options
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}
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}
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// WithExpiryDuration sets up the interval time of cleaning up goroutines.
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func WithExpiryDuration(expiryDuration time.Duration) Option {
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return func(opts *Options) {
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opts.ExpiryDuration = expiryDuration
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}
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}
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// WithPreAlloc indicates whether it should malloc for workers.
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func WithPreAlloc(preAlloc bool) Option {
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return func(opts *Options) {
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opts.PreAlloc = preAlloc
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}
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}
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// WithMaxBlockingTasks sets up the maximum number of goroutines that are blocked when it reaches the capacity of pool.
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func WithMaxBlockingTasks(maxBlockingTasks int) Option {
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return func(opts *Options) {
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opts.MaxBlockingTasks = maxBlockingTasks
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}
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}
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// WithNonblocking indicates that pool will return nil when there is no available workers.
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func WithNonblocking(nonblocking bool) Option {
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return func(opts *Options) {
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opts.Nonblocking = nonblocking
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}
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}
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// WithPanicHandler sets up panic handler.
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func WithPanicHandler(panicHandler func(interface{})) Option {
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return func(opts *Options) {
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opts.PanicHandler = panicHandler
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}
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}
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// WithLogger sets up a customized logger.
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func WithLogger(logger Logger) Option {
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return func(opts *Options) {
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opts.Logger = logger
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}
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}
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```
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`ants.Options`contains all optional configurations of ants pool, which allows you to customize the goroutine pool by invoking option functions to set up each configuration in `NewPool`/`NewPoolWithFunc`method.
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### Customize limited pool
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`ants` also supports customizing the capacity of pool. You can invoke the `NewPool` method to instantiate a pool with a given capacity, as following:
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``` go
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// Set 10000 the size of goroutine pool
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p, _ := ants.NewPool(10000)
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```
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### Submit tasks
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Tasks can be submitted by calling `ants.Submit(func())`
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```go
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ants.Submit(func(){})
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```
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### Tune pool capacity in runtime
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You can tune the capacity of `ants` pool in runtime with `Tune(int)`:
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``` go
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pool.Tune(1000) // Tune its capacity to 1000
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pool.Tune(100000) // Tune its capacity to 100000
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```
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Don't worry about the synchronous problems in this case, the method here is thread-safe (or should be called goroutine-safe).
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### Pre-malloc goroutine queue in pool
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`ants` allows you to pre-allocate memory of goroutine queue in 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.
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```go
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// ants will pre-malloc the whole capacity of pool when you invoke this method
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p, _ := ants.NewPool(100000, ants.WithPreAlloc(true))
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```
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### Release Pool
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```go
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pool.Release()
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```
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### Reboot Pool
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```go
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// A pool that has been released can be still used once you invoke the Reboot().
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pool.Reboot()
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```
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## ⚙️ About sequence
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All 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.
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## 🧲 Benchmarks
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<div align="center"><img src="https://user-images.githubusercontent.com/7496278/51515466-c7ce9e00-1e4e-11e9-89c4-bd3785b3c667.png"/></div>
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In this benchmark result, the first and second benchmarks performed test cases with 1M tasks and the rest of benchmarks performed test cases with 10M tasks, both in unlimited goroutines and `ants` pool, and the capacity of this `ants` goroutine-pool was limited to 50K.
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- BenchmarkGoroutine-4 represents the benchmarks with unlimited goroutines in golang.
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- BenchmarkPoolGroutine-4 represents the benchmarks with a `ants` pool.
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### Benchmarks with Pool
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In above benchmark result, the first and second benchmarks performed test cases with 1M tasks and the rest of benchmarks performed test cases with 10M tasks, both in unlimited goroutines and `ants` pool, and the capacity of this `ants` goroutine-pool was limited to 50K.
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**As you can see, `ants` performs 2 times faster than goroutines without pool (10M tasks) and it only consumes half the memory comparing with goroutines without pool. (both in 1M and 10M tasks)**
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### Benchmarks with PoolWithFunc
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### Throughput (it is suitable for scenarios where tasks are submitted asynchronously without waiting for the final results)
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#### 100K tasks
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#### 1M tasks
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#### 10M tasks
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## 📊 Performance Summary
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**In conclusion, `ants` performs 2~6 times faster than goroutines without a pool and the memory consumption is reduced by 10 to 20 times.**
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## 👏 Contributors
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Please read our [Contributing Guidelines](CONTRIBUTING.md) before opening a PR and thank you to all the developers who already made contributions to `ants`!
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[](https://github.com/panjf2000/ants/graphs/contributors)
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## 📄 License
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Source code in `ants` is available under the [MIT License](/LICENSE).
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## 📚 Relevant Articles
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- [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)
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- [Visually Understanding Worker Pool](https://medium.com/coinmonks/visually-understanding-worker-pool-48a83b7fc1f5)
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- [The Case For A Go Worker Pool](https://brandur.org/go-worker-pool)
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- [Go Concurrency - GoRoutines, Worker Pools and Throttling Made Simple](https://twin.sh/articles/39/go-concurrency-goroutines-worker-pools-and-throttling-made-simple)
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## 🖥 Use cases
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### business companies
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The following companies/organizations use `ants` in production.
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<a href="https://www.tencent.com"><img src="http://img.taohuawu.club/gallery/tencent_logo.png" width="250" align="middle"/></a> <a href="https://www.bytedance.com/" target="_blank"><img src="http://img.taohuawu.club/gallery/ByteDance_Logo.png" width="250" align="middle"/></a> <a href="https://tieba.baidu.com/" target="_blank"><img src="http://img.taohuawu.club/gallery/baidu-tieba-logo.png" width="300" align="middle"/></a> <a href="https://www.sina.com.cn/" target="_blank"><img src="http://img.taohuawu.club/gallery/sina-logo.png" width="200" align="middle"/></a> <a href="https://www.163.com/" target="_blank"><img src="http://img.taohuawu.club/gallery/netease-logo.png" width="150" align="middle"/></a> <a href="https://www.tencentmusic.com/" target="_blank"><img src="http://img.taohuawu.club/gallery/tencent-music-logo.png" width="250" align="middle"/></a> <a href="https://www.futuhk.com/" target="_blank"><img src="http://img.taohuawu.club/gallery/futu-logo.png" width="250" align="middle"/></a> <a href="https://www.shopify.com/" target="_blank"><img src="http://img.taohuawu.club/gallery/shopify-logo.png" width="250" align="middle"/></a> <a href="https://www.wechat.com/en/" target="_blank"><img src="http://img.taohuawu.club/gallery/wechat-logo.png" width="250" align="middle"/></a><a href="https://www.baidu.com/" target="_blank"><img src="http://img.taohuawu.club/gallery/baidu-mobile.png" width="250" align="middle"/></a>
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### open-source software
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- [gnet](https://github.com/panjf2000/gnet): A high-performance, lightweight, non-blocking, event-driven networking framework written in pure Go.
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- [nps](https://github.com/ehang-io/nps): A lightweight, high-performance, powerful intranet penetration proxy server, with a powerful web management terminal.
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- [milvus](https://github.com/milvus-io/milvus): An open-source vector database for scalable similarity search and AI applications.
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- [osmedeus](https://github.com/j3ssie/osmedeus): A Workflow Engine for Offensive Security.
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- [jitsu](https://github.com/jitsucom/jitsu): 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.
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- [triangula](https://github.com/RH12503/triangula): Generate high-quality triangulated and polygonal art from images.
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- [bsc](https://github.com/binance-chain/bsc): A Binance Smart Chain client based on the go-ethereum fork.
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- [jaeles](https://github.com/jaeles-project/jaeles): The Swiss Army knife for automated Web Application Testing.
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- [devlake](https://github.com/apache/incubator-devlake): The open-source dev data platform & dashboard for your DevOps tools.
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#### All use cases:
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- [Repositories that depend on ants/v2](https://github.com/panjf2000/ants/network/dependents?package_id=UGFja2FnZS0yMjY2ODgxMjg2)
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- [Repositories that depend on ants/v1](https://github.com/panjf2000/ants/network/dependents?package_id=UGFja2FnZS0yMjY0ODMzNjEw)
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If you have `ants` integrated into projects, feel free to open a pull request refreshing this list of use cases.
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## 🔋 JetBrains OS licenses
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`ants` had 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.
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<a href="https://www.jetbrains.com/?from=ants" target="_blank"><img src="https://raw.githubusercontent.com/panjf2000/illustrations/master/jetbrains/jetbrains-variant-4.png" width="250" align="middle"/></a>
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## 💰 Backers
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Support us with a monthly donation and help us continue our activities.
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<a href="https://opencollective.com/ants#backers" target="_blank"><img src="https://opencollective.com/ants/backers.svg"></a>
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## 💎 Sponsors
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Become a bronze sponsor with a monthly donation of $10 and get your logo on our README on Github.
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<a href="https://opencollective.com/ants#sponsors" target="_blank"><img src="https://opencollective.com/ants/sponsors.svg"></a>
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## ☕️ Buy me a coffee
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> 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.
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<img src="https://raw.githubusercontent.com/panjf2000/illustrations/master/payments/WeChatPay.JPG" width="250" align="middle"/>
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<img src="https://raw.githubusercontent.com/panjf2000/illustrations/master/payments/AliPay.JPG" width="250" align="middle"/>
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<a href="https://www.paypal.me/R136a1X" target="_blank"><img src="https://raw.githubusercontent.com/panjf2000/illustrations/master/payments/PayPal.JPG" width="250" align="middle"/></a>
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## 💵 Patrons
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<a target="_blank" href="https://github.com/patrick-othmer"><img src="https://avatars1.githubusercontent.com/u/8964313" width="100" alt="Patrick Othmer" /></a> <a target="_blank" href="https://github.com/panjf2000/gnet"><img src="https://avatars2.githubusercontent.com/u/50285334" width="100" alt="Jimmy" /></a> <a target="_blank" href="https://github.com/cafra"><img src="https://avatars0.githubusercontent.com/u/13758306" width="100" alt="ChenZhen" /></a> <a target="_blank" href="https://github.com/yangwenmai"><img src="https://avatars0.githubusercontent.com/u/1710912" width="100" alt="Mai Yang" /></a> <a target="_blank" href="https://github.com/BeijingWks"><img src="https://avatars3.githubusercontent.com/u/33656339" width="100" alt="王开帅" /></a> <a target="_blank" href="https://github.com/refs"><img src="https://avatars3.githubusercontent.com/u/6905948" width="100" alt="Unger Alejandro" /></a> <a target="_blank" href="https://github.com/Wuvist"><img src="https://avatars.githubusercontent.com/u/657796" width="100" alt="Weng Wei" /></a>
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## 🔋 Sponsorship
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<p>
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<a href="https://www.digitalocean.com/">
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<img src="https://opensource.nyc3.cdn.digitaloceanspaces.com/attribution/assets/PoweredByDO/DO_Powered_by_Badge_blue.svg" width="201px">
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||
</a>
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</p>
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