go爬虫框架colly源码以及软件架构分析

栏目: 编程工具 · 发布时间: 5年前

内容简介:无意中发现了好, 下面进入正题,介绍
go爬虫框架colly源码以及软件架构分析

无意中发现了 colly ,我一直是使用 python 进行爬虫的, 学习golang的使用, 用 go 参考 scrapy 架构写了一个爬虫的框架demo。我一直以为 go 不适合做爬虫, go的领域是后端服务。然后去搜索了一下 colly , 发现还是很流行。 我个人还是比较喜欢爬虫, 网络上的数据就是公开的API, 所以, 爬虫去请求接口获取数据。当然我是遵循君子协议的。

好, 下面进入正题,介绍 colly

colly介绍

Lightning Fast and Elegant Scraping Framework for Gophers

Colly provides a clean interface to write any kind of crawler/scraper/spider.
官方的介绍,gocolly快速优雅,在单核上每秒可以发起1K以上请求;以回调函数的形式提供了一组接口,可以实现任意类型的爬虫;依赖goquery库可以像jquery一样选择web元素。

安装使用

go get -u github.com/gocolly/colly/...
import "github.com/gocolly/colly"

架构特点

了解爬虫的都知道一个爬虫请求的生命周期

  1. 构建请求
  2. 发送请求
  3. 获取文档或数据
  4. 解析文档或清洗数据
  5. 数据处理或持久化

scrapy的设计理念是将上面的每一个步骤抽离出来,然后做出组件的形式, 最后通过调度组成流水线的工作形式。

我们看一下scrapy的架构图, 这里只是简单的介绍下, 后面有时间,我深入介绍scrapy

go爬虫框架colly源码以及软件架构分析

如图, downloader 负责请求获取页面, spiders 中写具体解析文档的逻辑, item PipeLine 数据最后处理, 中间有一些中间件,可以一些功能的装饰。比如,代理,请求频率等。

我们介绍一下colly的架构特点

colly的逻辑更像是面向过程编程的, colly的逻辑就是按上面生命周期的顺序管道处理, 只是在不同阶段,加上回调函数进行过滤的时候进行处理。

go爬虫框架colly源码以及软件架构分析

下面也按照这个逻辑进行介绍

源码分析

先给一个:chestnut:

package main

import (
    "fmt"

    "github.com/gocolly/colly"
)

func main() {
    // Instantiate default collector
    c := colly.NewCollector(
        // Visit only domains: hackerspaces.org, wiki.hackerspaces.org
        colly.AllowedDomains("hackerspaces.org", "wiki.hackerspaces.org"),
    )

    // On every a element which has href attribute call callback
    c.OnHTML("a[href]", func(e *colly.HTMLElement) {
        link := e.Attr("href")
        // Print link
        fmt.Printf("Link found: %q -> %s\n", e.Text, link)
        // Visit link found on page
        // Only those links are visited which are in AllowedDomains
        c.Visit(e.Request.AbsoluteURL(link))
    })

    // Before making a request print "Visiting ..."
    c.OnRequest(func(r *colly.Request) {
        fmt.Println("Visiting", r.URL.String())
    })

    // Start scraping on https://hackerspaces.org
    c.Visit("https://hackerspaces.org/")
}

这是官方给的示例, 可以看到 colly.NewCollector 创建一个 收集器 , colly的所有处理逻辑都是以 Collector 为核心进行操作的。

我们看一下 Collector 结构体的定义

// Collector provides the scraper instance for a scraping job
type Collector struct {
    // UserAgent is the User-Agent string used by HTTP requests
    UserAgent string
    // MaxDepth limits the recursion depth of visited URLs.
    // Set it to 0 for infinite recursion (default).
    MaxDepth int
    // AllowedDomains is a domain whitelist.
    // Leave it blank to allow any domains to be visited
    AllowedDomains []string
    // DisallowedDomains is a domain blacklist.
    DisallowedDomains []string
    // DisallowedURLFilters is a list of regular expressions which restricts
    // visiting URLs. If any of the rules matches to a URL the
    // request will be stopped. DisallowedURLFilters will
    // be evaluated before URLFilters
    // Leave it blank to allow any URLs to be visited
    DisallowedURLFilters []*regexp.Regexp
    // URLFilters is a list of regular expressions which restricts
    // visiting URLs. If any of the rules matches to a URL the
    // request won't be stopped. DisallowedURLFilters will
    // be evaluated before URLFilters

    // Leave it blank to allow any URLs to be visited
    URLFilters []*regexp.Regexp

    // AllowURLRevisit allows multiple downloads of the same URL
    AllowURLRevisit bool
    // MaxBodySize is the limit of the retrieved response body in bytes.
    // 0 means unlimited.
    // The default value for MaxBodySize is 10MB (10 * 1024 * 1024 bytes).
    MaxBodySize int
    // CacheDir specifies a location where GET requests are cached as files.
    // When it's not defined, caching is disabled.
    CacheDir string
    // IgnoreRobotsTxt allows the Collector to ignore any restrictions set by
    // the target host's robots.txt file.  See http://www.robotstxt.org/ for more
    // information.
    IgnoreRobotsTxt bool
    // Async turns on asynchronous network communication. Use Collector.Wait() to
    // be sure all requests have been finished.
    Async bool
    // ParseHTTPErrorResponse allows parsing HTTP responses with non 2xx status codes.
    // By default, Colly parses only successful HTTP responses. Set ParseHTTPErrorResponse
    // to true to enable it.
    ParseHTTPErrorResponse bool
    // ID is the unique identifier of a collector
    ID uint32
    // DetectCharset can enable character encoding detection for non-utf8 response bodies
    // without explicit charset declaration. This feature uses https://github.com/saintfish/chardet
    DetectCharset bool
    // RedirectHandler allows control on how a redirect will be managed
    RedirectHandler func(req *http.Request, via []*http.Request) error
    // CheckHead performs a HEAD request before every GET to pre-validate the response
    CheckHead         bool
    store             storage.Storage
    debugger          debug.Debugger
    robotsMap         map[string]*robotstxt.RobotsData
    htmlCallbacks     []*htmlCallbackContainer
    xmlCallbacks      []*xmlCallbackContainer
    requestCallbacks  []RequestCallback
    responseCallbacks []ResponseCallback
    errorCallbacks    []ErrorCallback
    scrapedCallbacks  []ScrapedCallback
    requestCount      uint32
    responseCount     uint32
    backend           *httpBackend
    wg                *sync.WaitGroup
    lock              *sync.RWMutex
}

上面的具体属性我就不介绍了, 看看注释也就懂了。

我就先按上面的示例解释源码

// 创建一个 Collector对象
    c := colly.NewCollector(
        // Visit only domains: hackerspaces.org, wiki.hackerspaces.org
        colly.AllowedDomains("hackerspaces.org", "wiki.hackerspaces.org"),
    )

    // 添加一个HTML的回调函数
    c.OnHTML("a[href]", func(e *colly.HTMLElement) {
        link := e.Attr("href")
        // Print link
        fmt.Printf("Link found: %q -> %s\n", e.Text, link)
        // Visit link found on page
        // Only those links are visited which are in AllowedDomains
        c.Visit(e.Request.AbsoluteURL(link))
    })

    // 添加一个 Requset回调函数
    c.OnRequest(func(r *colly.Request) {
        fmt.Println("Visiting", r.URL.String())
    })

    // 开始爬取
    c.Visit("https://hackerspaces.org/")

回调函数如何用? 什么作用? 先卖个关子, c.Visit("https://hackerspaces.org/") 是入口, 那就先分析它,

// Visit starts Collector's collecting job by creating a
// request to the URL specified in parameter.
// Visit also calls the previously provided callbacks
func (c *Collector) Visit(URL string) error {
    if c.CheckHead {
        if check := c.scrape(URL, "HEAD", 1, nil, nil, nil, true); check != nil {
            return check
        }
    }
    return c.scrape(URL, "GET", 1, nil, nil, nil, true)
}

:point_up_2:又出来一个新的method,

func (c *Collector) scrape(u, method string, depth int, requestData io.Reader, ctx *Context, hdr http.Header, checkRevisit bool) error {
    // 检查请求是否合法
    if err := c.requestCheck(u, method, depth, checkRevisit); err != nil {
        return err
    }
    // 解析url,
    parsedURL, err := url.Parse(u)
    if err != nil {
        return err
    }
    if parsedURL.Scheme == "" {
        parsedURL.Scheme = "http"
    }
    if !c.isDomainAllowed(parsedURL.Hostname()) {
        return ErrForbiddenDomain
    }
    // robots协议
    if method != "HEAD" && !c.IgnoreRobotsTxt {
        if err = c.checkRobots(parsedURL); err != nil {
            return err
        }
    }
     // headers
    if hdr == nil {
        hdr = http.Header{"User-Agent": []string{c.UserAgent}}
    }
    rc, ok := requestData.(io.ReadCloser)
    if !ok && requestData != nil {
        rc = ioutil.NopCloser(requestData)
    }
    // The Go HTTP API ignores "Host" in the headers, preferring the client
    // to use the Host field on Request.
    host := parsedURL.Host
    if hostHeader := hdr.Get("Host"); hostHeader != "" {
        host = hostHeader
    }
    // 构造http.Request
    req := &http.Request{
        Method:     method,
        URL:        parsedURL,
        Proto:      "HTTP/1.1",
        ProtoMajor: 1,
        ProtoMinor: 1,
        Header:     hdr,
        Body:       rc,
        Host:       host,
    }
    // 请求的数据(requestData)转换成io.ReadCloser接口数据
    setRequestBody(req, requestData)
    u = parsedURL.String()
    c.wg.Add(1)
    // 异步方式
    if c.Async {
        go c.fetch(u, method, depth, requestData, ctx, hdr, req)
        return nil
    }
    return c.fetch(u, method, depth, requestData, ctx, hdr, req)
}

上面很大篇幅都是检查, 现在还在 request 的阶段, 还没有response,看 c.fetch

fetch就是colly的核心内容

func (c *Collector) fetch(u, method string, depth int, requestData io.Reader, ctx *Context, hdr http.Header, req *http.Request) error {
    defer c.wg.Done()
    if ctx == nil {
        ctx = NewContext()
    }
    request := &Request{
        URL:       req.URL,
        Headers:   &req.Header,
        Ctx:       ctx,
        Depth:     depth,
        Method:    method,
        Body:      requestData,
        collector: c, // 这里将Collector放到request中,这个可以对请求继续处理
        ID:        atomic.AddUint32(&c.requestCount, 1),
    }
    // 回调函数处理 request
    c.handleOnRequest(request)

    if request.abort {
        return nil
    }

    if method == "POST" && req.Header.Get("Content-Type") == "" {
        req.Header.Add("Content-Type", "application/x-www-form-urlencoded")
    }

    if req.Header.Get("Accept") == "" {
        req.Header.Set("Accept", "*/*")
    }

    origURL := req.URL
    // 这里是 去请求网络, 是调用了 `http.Client.Do`方法请求的
    response, err := c.backend.Cache(req, c.MaxBodySize, c.CacheDir)
    if proxyURL, ok := req.Context().Value(ProxyURLKey).(string); ok {
        request.ProxyURL = proxyURL
    }
    // 回调函数,处理error
    if err := c.handleOnError(response, err, request, ctx); err != nil {
        return err
    }
    if req.URL != origURL {
        request.URL = req.URL
        request.Headers = &req.Header
    }
    atomic.AddUint32(&c.responseCount, 1)
    response.Ctx = ctx
    response.Request = request

    err = response.fixCharset(c.DetectCharset, request.ResponseCharacterEncoding)
    if err != nil {
        return err
    }
    // 回调函数 处理Response
    c.handleOnResponse(response)
    
    // 回调函数 HTML
    err = c.handleOnHTML(response)
    if err != nil {
        c.handleOnError(response, err, request, ctx)
    }
    // 回调函数XML
    err = c.handleOnXML(response)
    if err != nil {
        c.handleOnError(response, err, request, ctx)
    }
    // 回调函数 Scraped
    c.handleOnScraped(response)

    return err
}

看到了, 这就是一个完整的流程。 好, 我们看一下回调函数做了什么?

func (c *Collector) handleOnRequest(r *Request) {
    if c.debugger != nil {
        c.debugger.Event(createEvent("request", r.ID, c.ID, map[string]string{
            "url": r.URL.String(),
        }))
    }
    for _, f := range c.requestCallbacks {
        f(r)
    }
}

核心就 for _, f := range c.requestCallbacks { f(r) } 这句,下面我每个回调函数都介绍一下

回调函数

这里介绍按生命周期的顺序来介绍

1. OnRequest

// OnRequest registers a function. Function will be executed on every
// request made by the Collector
// 这里是注册回调函数到 requestCallbacks
func (c *Collector) OnRequest(f RequestCallback) {
   c.lock.Lock()
   if c.requestCallbacks == nil {
       c.requestCallbacks = make([]RequestCallback, 0, 4)
   }
   c.requestCallbacks = append(c.requestCallbacks, f)
   c.lock.Unlock()
}


// 在fetch中调用最早调用的
func (c *Collector) handleOnRequest(r *Request) {
   if c.debugger != nil {
       c.debugger.Event(createEvent("request", r.ID, c.ID, map[string]string{
           "url": r.URL.String(),
       }))
   }
   for _, f := range c.requestCallbacks {
       f(r)
   }
}

2. OnResponse & handleOnResponse

// OnResponse registers a function. Function will be executed on every response
func (c *Collector) OnResponse(f ResponseCallback) {
    c.lock.Lock()
    if c.responseCallbacks == nil {
        c.responseCallbacks = make([]ResponseCallback, 0, 4)
    }
    c.responseCallbacks = append(c.responseCallbacks, f)
    c.lock.Unlock()
}


func (c *Collector) handleOnResponse(r *Response) {
    if c.debugger != nil {
        c.debugger.Event(createEvent("response", r.Request.ID, c.ID, map[string]string{
            "url":    r.Request.URL.String(),
            "status": http.StatusText(r.StatusCode),
        }))
    }
    for _, f := range c.responseCallbacks {
        f(r)
    }
}

3. OnHTML & handleOnHTML

// OnHTML registers a function. Function will be executed on every HTML
// element matched by the GoQuery Selector parameter.
// GoQuery Selector is a selector used by https://github.com/PuerkitoBio/goquery
func (c *Collector) OnHTML(goquerySelector string, f HTMLCallback) {
    c.lock.Lock()
    if c.htmlCallbacks == nil {
        c.htmlCallbacks = make([]*htmlCallbackContainer, 0, 4)
    }
    c.htmlCallbacks = append(c.htmlCallbacks, &htmlCallbackContainer{
        Selector: goquerySelector,
        Function: f,
    })
    c.lock.Unlock()
}

// 这个解析html的逻辑比较多一些
func (c *Collector) handleOnHTML(resp *Response) error {
    if len(c.htmlCallbacks) == 0 || !strings.Contains(strings.ToLower(resp.Headers.Get("Content-Type")), "html") {
        return nil
    }
    doc, err := goquery.NewDocumentFromReader(bytes.NewBuffer(resp.Body))
    if err != nil {
        return err
    }
    if href, found := doc.Find("base[href]").Attr("href"); found {
        resp.Request.baseURL, _ = url.Parse(href)
    }
    for _, cc := range c.htmlCallbacks {
        i := 0
        doc.Find(cc.Selector).Each(func(_ int, s *goquery.Selection) {
            for _, n := range s.Nodes {
                e := NewHTMLElementFromSelectionNode(resp, s, n, i)
                i++
                if c.debugger != nil {
                    c.debugger.Event(createEvent("html", resp.Request.ID, c.ID, map[string]string{
                        "selector": cc.Selector,
                        "url":      resp.Request.URL.String(),
                    }))
                }
                cc.Function(e)
            }
        })
    }
    return nil
}

4. OnXML & handleOnXML

// OnXML registers a function. Function will be executed on every XML
// element matched by the xpath Query parameter.
// xpath Query is used by https://github.com/antchfx/xmlquery
func (c *Collector) OnXML(xpathQuery string, f XMLCallback) {
    c.lock.Lock()
    if c.xmlCallbacks == nil {
        c.xmlCallbacks = make([]*xmlCallbackContainer, 0, 4)
    }
    c.xmlCallbacks = append(c.xmlCallbacks, &xmlCallbackContainer{
        Query:    xpathQuery,
        Function: f,
    })
    c.lock.Unlock()
}



func (c *Collector) handleOnXML(resp *Response) error {
    if len(c.xmlCallbacks) == 0 {
        return nil
    }
    contentType := strings.ToLower(resp.Headers.Get("Content-Type"))
    isXMLFile := strings.HasSuffix(strings.ToLower(resp.Request.URL.Path), ".xml") || strings.HasSuffix(strings.ToLower(resp.Request.URL.Path), ".xml.gz")
    if !strings.Contains(contentType, "html") && (!strings.Contains(contentType, "xml") && !isXMLFile) {
        return nil
    }

    if strings.Contains(contentType, "html") {
        doc, err := htmlquery.Parse(bytes.NewBuffer(resp.Body))
        if err != nil {
            return err
        }
        if e := htmlquery.FindOne(doc, "//base"); e != nil {
            for _, a := range e.Attr {
                if a.Key == "href" {
                    resp.Request.baseURL, _ = url.Parse(a.Val)
                    break
                }
            }
        }

        for _, cc := range c.xmlCallbacks {
            for _, n := range htmlquery.Find(doc, cc.Query) {
                e := NewXMLElementFromHTMLNode(resp, n)
                if c.debugger != nil {
                    c.debugger.Event(createEvent("xml", resp.Request.ID, c.ID, map[string]string{
                        "selector": cc.Query,
                        "url":      resp.Request.URL.String(),
                    }))
                }
                cc.Function(e)
            }
        }
    } else if strings.Contains(contentType, "xml") || isXMLFile {
        doc, err := xmlquery.Parse(bytes.NewBuffer(resp.Body))
        if err != nil {
            return err
        }

        for _, cc := range c.xmlCallbacks {
            xmlquery.FindEach(doc, cc.Query, func(i int, n *xmlquery.Node) {
                e := NewXMLElementFromXMLNode(resp, n)
                if c.debugger != nil {
                    c.debugger.Event(createEvent("xml", resp.Request.ID, c.ID, map[string]string{
                        "selector": cc.Query,
                        "url":      resp.Request.URL.String(),
                    }))
                }
                cc.Function(e)
            })
        }
    }
    return nil
}

5. OnError & handleOnError

这个会多次调用, 如果 err != nil情况下调用比较多 , 爬虫异常的情况下,会调用

// OnError registers a function. Function will be executed if an error
// occurs during the HTTP request.
func (c *Collector) OnError(f ErrorCallback) {
    c.lock.Lock()
    if c.errorCallbacks == nil {
        c.errorCallbacks = make([]ErrorCallback, 0, 4)
    }
    c.errorCallbacks = append(c.errorCallbacks, f)
    c.lock.Unlock()
}


func (c *Collector) handleOnError(response *Response, err error, request *Request, ctx *Context) error {
    if err == nil && (c.ParseHTTPErrorResponse || response.StatusCode < 203) {
        return nil
    }
    if err == nil && response.StatusCode >= 203 {
        err = errors.New(http.StatusText(response.StatusCode))
    }
    if response == nil {
        response = &Response{
            Request: request,
            Ctx:     ctx,
        }
    }
    if c.debugger != nil {
        c.debugger.Event(createEvent("error", request.ID, c.ID, map[string]string{
            "url":    request.URL.String(),
            "status": http.StatusText(response.StatusCode),
        }))
    }
    if response.Request == nil {
        response.Request = request
    }
    if response.Ctx == nil {
        response.Ctx = request.Ctx
    }
    for _, f := range c.errorCallbacks {
        f(response, err)
    }
    return err
}

6. OnScraped & handleOnScraped

最后一步的回调函数处理

// OnScraped registers a function. Function will be executed after
// OnHTML, as a final part of the scraping.
func (c *Collector) OnScraped(f ScrapedCallback) {
    c.lock.Lock()
    if c.scrapedCallbacks == nil {
        c.scrapedCallbacks = make([]ScrapedCallback, 0, 4)
    }
    c.scrapedCallbacks = append(c.scrapedCallbacks, f)
    c.lock.Unlock()
}

func (c *Collector) handleOnScraped(r *Response) {
    if c.debugger != nil {
        c.debugger.Event(createEvent("scraped", r.Request.ID, c.ID, map[string]string{
            "url": r.Request.URL.String(),
        }))
    }
    for _, f := range c.scrapedCallbacks {
        f(r)
    }
}

注册回调函数的method还有几个没有列出来,感兴趣的,自己看一下,

上面介绍完了, 再回头看:chestnut:

// On every a element which has href attribute call callback
    c.OnHTML("a[href]", func(e *colly.HTMLElement) {
        link := e.Attr("href")
        // Print link
        fmt.Printf("Link found: %q -> %s\n", e.Text, link)
        // Visit link found on page
        // Only those links are visited which are in AllowedDomains
        c.Visit(e.Request.AbsoluteURL(link))
    })

    // Before making a request print "Visiting ..."
    c.OnRequest(func(r *colly.Request) {
        fmt.Println("Visiting", r.URL.String())
    })

一般文档解析放在html, xml 中

页面跳转爬取

一般处理就2种,一种是相同逻辑的页面,比如 下一页 ,另一种,就是不同逻辑的,比如 子页面

  1. html , xml ,解析出来以后,构建新的请求,我们看一下,相同页面
// On every a element which has href attribute call callback
   c.OnHTML("a[href]", func(e *colly.HTMLElement) {
       // If attribute class is this long string return from callback
       // As this a is irrelevant
       if e.Attr("class") == "Button_1qxkboh-o_O-primary_cv02ee-o_O-md_28awn8-o_O-primaryLink_109aggg" {
           return
       }
       link := e.Attr("href")
       // If link start with browse or includes either signup or login return from callback
       if !strings.HasPrefix(link, "/browse") || strings.Index(link, "=signup") > -1 || strings.Index(link, "=login") > -1 {
           return
       }
       // start scaping the page under the link found
       e.Request.Visit(link)
   })

上面是 HTML的回调函数,解析页面,获取了 url ,使用 e.Request.Visit(link) , 其实就是 e.Request.collector.Visit(link)
我解释一下

func (c *Collector) fetch(u, method string, depth int, requestData io.Reader, ctx *Context, hdr http.Header, req *http.Request) error {
    defer c.wg.Done()
    if ctx == nil {
        ctx = NewContext()
    }
    request := &Request{
        URL:       req.URL,
        Headers:   &req.Header,
        Ctx:       ctx,
        Depth:     depth,
        Method:    method,
        Body:      requestData,
        collector: c, // 这个上面有介绍
        ID:        atomic.AddUint32(&c.requestCount, 1),
    }
    ....
    }}


// Visit continues Collector's collecting job by creating a
// request and preserves the Context of the previous request.
// Visit also calls the previously provided callbacks
func (r *Request) Visit(URL string) error {
    return r.collector.scrape(r.AbsoluteURL(URL), "GET", r.Depth+1, nil, r.Ctx, nil, true)
}

这种方法在实际开发中经常会用到。

  1. 子页面的处理逻辑

    colly中主要是以 Collector 为中心, 然后各种回调函数进行处理,子页面需要不同的回调函数,所以就需要新的 Collector

// Instantiate default collector
    c := colly.NewCollector(
        // Visit only domains: coursera.org, www.coursera.org
        colly.AllowedDomains("coursera.org", "www.coursera.org"),

        // Cache responses to prevent multiple download of pages
        // even if the collector is restarted
        colly.CacheDir("./coursera_cache"),
    )

    // Create another collector to scrape course details
    detailCollector := c.Clone()

    // Before making a request print "Visiting ..."
    c.OnRequest(func(r *colly.Request) {
        log.Println("visiting", r.URL.String())
    })

    // On every a HTML element which has name attribute call callback
    c.OnHTML(`a[name]`, func(e *colly.HTMLElement) {
        // Activate detailCollector if the link contains "coursera.org/learn"
        courseURL := e.Request.AbsoluteURL(e.Attr("href"))
        if strings.Index(courseURL, "coursera.org/learn") != -1 {
           // 子页面或其他页面
            detailCollector.Visit(courseURL)
        }
    })

持久化

Collector 对象有一个属性 store storage.Storage 是存储的,这个是将数据直接存储下来,没有清洗。

比如, 我需要将数据持久化到数据库中,其实很简单, 在回调函数中处理。

给个例子

c.OnHTML("#currencies-all tbody tr", func(e *colly.HTMLElement) {
        mysql.WriteObjectStrings([]string{
            e.ChildText(".currency-name-container"),
            e.ChildText(".col-symbol"),
            e.ChildAttr("a.price", "data-usd"),
            e.ChildAttr("a.volume", "data-usd"),
            e.ChildAttr(".market-cap", "data-usd"),
            e.ChildAttr(".percent-change[data-timespan=\"1h\"]", "data-percentusd"),
            e.ChildAttr(".percent-change[data-timespan=\"24h\"]", "data-percentusd"),
            e.ChildAttr(".percent-change[data-timespan=\"7d\"]", "data-percentusd"),
        })
    })

总结

好了,介绍完了,我没有介绍如何使用,我自己也没有写任何的代码, 我只想分享给你这种软件架构的特点以及设计模式, 希望你可以借鉴应用到工作中,一般写框架都是采用这种思维。

下面这张图很形象,爬虫框架就这些东西。

go爬虫框架colly源码以及软件架构分析

通用爬虫框架架构


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