Go 共享内存通信
【摘要】 翻译自https://blog.golang.org/codelab-share 正文传统线程模型(如Java、C++、Python)需要程序通过内存在线程间通信。典型的,共享数据结构被锁保护,线程通过争夺锁来访问这些数据。在某些情况下,通过线程安全的数据结构(如Python的队列,Java的ConcurrentHashMap)可以很容易地做到这一点。Go的并发原语:goroutines和...
翻译自
https://blog.golang.org/codelab-share
正文
传统线程模型(如Java、C++、Python)需要程序通过内存在线程间通信。典型的,共享数据结构被锁保护,线程通过争夺锁来访问这些数据。在某些情况下,通过线程安全的数据结构(如Python的队列,Java的ConcurrentHashMap)可以很容易地做到这一点。
Go的并发原语:goroutines和channels即协程和通道,提供了一种优雅、独特的方式来构建并发程序。相比明确地使用锁来共享数据,Go鼓励通过channel来传递数据或数据的引用。通过这样的方式,来保证同一时间只有一个协程获得数据。在Effective Go中是这样说的
Do not communicate by sharing memory; instead, share memory by communicating.
不要通过共享内存来通信,而是通过通信来共享内存
构想一个用来拉取URL列表的程序。传统的线程模型环境,可能会这么组织它的数据
type Resource struct {
url string
polling bool
lastPolled int64
}
type Resources struct {
data []*Resource
lock *sync.Mutex
}
poller方法(多线程运行)可能会这么写
func Poller(res *Resources) {
for {
// get the least recently-polled Resource
// and mark it as being polled
res.lock.Lock()
for _, v := range res.data {
if v.polling {
continue
}
if r == nil || v.lastPolled < r.lastPolled {
r = v
}
}
if r != nil {
r.polling = true
}
res.lock.Unlock()
if r == nil {
continue
}
// poll the URL
// update the Resource's polling and lastPolled
res.lock.Lock()
r.polling = false
r.lastPolled = time.Nanoseconds()
res.lock.Unlock()
}
}
此功能大约有一页长,需要更多细节才能完成。 它甚至不包括 URL 轮询逻辑(可能只有几行)。并且,当resources池耗尽时的处理也不优雅。
让我们来看看使用go的原语该如何做,Poller
是从input channel中获取Resources
,然后将它们输出到output channel。
type Resource string
func Poller(int, out chan *Resource) {
for r := range in {
// poll the URL
// send the proceed Resource to out
out <- r
}
}
前面例子上的脆弱逻辑在这里已经不存在了,并且Resources
数据结构也不再包含用来同步的数据。事实上,剩下的才是重要的部分。专注于业务逻辑的实现,这正是简单语言特性的强大功能。
完整示例如下
// Copyright 2010 The Go Authors. All rights reserved.
// Use of this source code is governed by a BSD-style
// license that can be found in the LICENSE file.
package main
import (
"log"
"net/http"
"time"
)
const (
numPollers = 2 // number of Poller goroutines to launch
pollInterval = 60 * time.Second // how often to poll each URL
statusInterval = 10 * time.Second // how often to log status to stdout
errTimeout = 10 * time.Second // back-off timeout on error
)
var urls = []string{
"http://www.google.com/",
"http://golang.org/",
"http://blog.golang.org/",
}
// State represents the last-known state of a URL.
type State struct {
url string
status string
}
// StateMonitor maintains a map that stores the state of the URLs being
// polled, and prints the current state every updateInterval nanoseconds.
// It returns a chan State to which resource state should be sent.
func StateMonitor(updateInterval time.Duration) chan<- State {
updates := make(chan State)
urlStatus := make(map[string]string)
ticker := time.NewTicker(updateInterval)
go func() {
for {
select {
case <-ticker.C:
logState(urlStatus)
case s := <-updates:
urlStatus[s.url] = s.status
}
}
}()
return updates
}
// logState prints a state map.
func logState(s map[string]string) {
log.Println("Current state:")
for k, v := range s {
log.Printf(" %s %s", k, v)
}
}
// Resource represents an HTTP URL to be polled by this program.
type Resource struct {
url string
errCount int
}
// Poll executes an HTTP HEAD request for url
// and returns the HTTP status string or an error string.
func (r *Resource) Poll() string {
resp, err := http.Head(r.url)
if err != nil {
log.Println("Error", r.url, err)
r.errCount++
return err.Error()
}
r.errCount = 0
return resp.Status
}
// Sleep sleeps for an appropriate interval (dependent on error state)
// before sending the Resource to done.
func (r *Resource) Sleep(done chan<- *Resource) {
time.Sleep(pollInterval + errTimeout*time.Duration(r.errCount))
done <- r
}
func Poller(in <-chan *Resource, out chan<- *Resource, status chan<- State) {
for r := range in {
s := r.Poll()
status <- State{r.url, s}
out <- r
}
}
func main() {
// Create our input and output channels.
pending, complete := make(chan *Resource), make(chan *Resource)
// Launch the StateMonitor.
status := StateMonitor(statusInterval)
// Launch some Poller goroutines.
for i := 0; i < numPollers; i++ {
go Poller(pending, complete, status)
}
// Send some Resources to the pending queue.
go func() {
for _, url := range urls {
pending <- &Resource{url: url}
}
}()
for r := range complete {
go r.Sleep(pending)
}
}
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