library("XML")

#获取全部的链接
url <- 'http://www.csdn.net/tag/'
i_url_parse<-htmlParse(url,encoding="UTF-8")
xpath_1 <- "//div[@class='overflow']/a"
node<-getNodeSet(i_url_parse,xpath_1) for(j in 1:length(node)){
value2<-xmlGetAttr(node[[j]],name='href')
print(value2)
} handler <- function(url){
xpath_1 <- "//div[@class='line_list']/*"
i_url_parse<-htmlParse(url,encoding="UTF-8");
node<-getNodeSet(i_url_parse,xpath_1)
#get all div
for(j in 1:length(node)){
value <- xmlGetAttr(node[[j]],name='class');
if(value == 'tit_list'){
tital <- xmlValue(node[[j]])
}else if (value == 'dwon_words'){
xpath_2 <- "//div[@class='dwon_words']/span[@class='tag_source']/a"
node1 <-getNodeSet(i_url_parse,xpath_2)
for(k in 1: length(node1)){
value <- xmlGetAttr(node1[[k]],name='href');
text <- xmlValue(node1[[k]]);
}
}
} xpath_3<-"//div[@class='page_nav']/a[@class='pageliststy']"
node3 <-getNodeSet(i_url_parse,xpath_3)
for(m in 1: length(node3)){
value1 <- xmlValue(node3[[m]])
if(value1 == '下一页'){
next_url = xmlGetAttr(node3[[m]],name='href');
next_url <- paste('http://www.csdn.net',next_url,sep="")
print(next_url)
Sys.sleep(25)
handler(next_url)
}
} } #处理news
url <- 'http://www.csdn.net/tag/android/news' xpath_3<-"//div[@class='page_nav']/a[@class='pageliststy']"
node3 <-getNodeSet(i_url_parse,xpath_3)
for(m in 1: length(node3)){
value1 <- xmlValue(node3[[m]])
if(value1 == '下一页'){
next_url = xmlGetAttr(node3[[m]],name='href');
print(next_url)
handler(next_url)
}
}
#获取全部的链接
url <- 'http://www.csdn.net/tag/'
i_url_parse<-htmlParse(url,encoding="UTF-8")
xpath_1 <- "//div[@class='overflow']/a"
node<-getNodeSet(i_url_parse,xpath_1) for(j in 1:length(node)){
value2<-xmlGetAttr(node[[j]],name='href')
print(value2)
}
结果:

aaarticlea/png;base64,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" alt="" />

R中处理函数:

handler <- function(url){
xpath_1 <- "//div[@class='line_list']/*"
i_url_parse<-htmlParse(url,encoding="UTF-8");
node<-getNodeSet(i_url_parse,xpath_1)
#get all div
for(j in 1:length(node)){
value <- xmlGetAttr(node[[j]],name='class');
if(value == 'tit_list'){
tital <- xmlValue(node[[j]])
}else if (value == 'dwon_words'){
xpath_2 <- "//div[@class='dwon_words']/span[@class='tag_source']/a"
node1 <-getNodeSet(i_url_parse,xpath_2)
for(k in 1: length(node1)){
value <- xmlGetAttr(node1[[k]],name='href');
text <- xmlValue(node1[[k]]);
}
}
}
递归调用handler函数:
  xpath_3<-"//div[@class='page_nav']/a[@class='pageliststy']"
node3 <-getNodeSet(i_url_parse,xpath_3)
for(m in 1: length(node3)){
value1 <- xmlValue(node3[[m]])
if(value1 == '下一页'){
next_url = xmlGetAttr(node3[[m]],name='href');
next_url <- paste('http://www.csdn.net',next_url,sep="")
print(next_url)
Sys.sleep(25)
handler(next_url)
}
} 单独处理新闻的函数:
#处理news
url <- 'http://www.csdn.net/tag/android/news'
xpath_3<-"//div[@class='page_nav']/a[@class='pageliststy']"
node3 <-getNodeSet(i_url_parse,xpath_3)
for(m in 1: length(node3)){
value1 <- xmlValue(node3[[m]])
if(value1 == '下一页'){
next_url = xmlGetAttr(node3[[m]],name='href');
print(next_url)
handler(next_url)
}
}
代码段2:
rm(list=ls())
gc()
library(bitops)
library(RCurl)
library(curl)
library(XML)
alphabet <- c("A","B","C","D","E","F","G","H","I","J","K","L","M","N","O","P","Q","R","S","T","U","V","W","X","Y","Z","#")
tags <- data.frame('字母分类具体标签'=NA)
temp <- data.frame('循环多个标签临时'=NA)
result <- data.frame('文章标题'=NA,'文章来源'=NA,'文章标签'=NA,'文章发布者'=NA,'字母分类'=NA,'字母分类具体标签'=NA)
x <- getURLContent("http://www.csdn.net/tag/",encoding="UTF-8")
url_tag <- htmlParse(x, encoding="UTF-8")
num <- 0
for (i in 1:27){
xpath_tag <- paste("/html/body/div/div/ul/li[",i,"]/div/div/a",sep="")
node_tag <- getNodeSet(url_tag, xpath_tag)
m <- length(node_tag)
print(paste(alphabet[i],"字母分类有",m,"个具体标签!",sep=" "))
if(m==0){
print(paste("没有找到",alphabet[i],"字母分类的具体标签相关节点!~~~",sep=" "))
}else{
for (j in 1:m){
tags[j,] <- xmlValue(node_tag[[j]])
k <- 0
for(k in 1:10000){
url <- paste("http://www.csdn.net/tag/",tags[j,1],"/news-",k,sep="")
y <- getURLContent(url,encoding="UTF-8")
url_news <- htmlParse(y, encoding="UTF-8")
node_not_exists <- getNodeSet(url_news,"//div[@class='not_search']")
if(length(node_not_exists)!=0){
break
}else{
node_news <- getNodeSet(url_news, "//div[@class='line_list']")
n <- length(node_news)
if(n==0){
print(paste("我,",alphabet[i],"字母分类具体标签",tags[j,1],"的资讯不存在!~~~",sep=" "))
}else{
print(paste(alphabet[i],"字母分类的具体标签",tags[j,1],"第",k,"页有",n,"条资讯!",sep=" "))
for(p in 1:10){
num <- num+1
node_title <- getNodeSet(url_news,paste('/html/body/div/div/div[3]/div[2]/ul/li[',p,']/div/a',sep=""))
node_source <- getNodeSet(url_news,paste('/html/body/div/div/div[3]/div[2]/ul/li[',p,']/div/div/span[1]/a',sep=""))
node_tags <- getNodeSet(url_news,paste('/html/body/div/div/div[3]/div[2]/ul/li[',p,']/div/div/span[2]/a',sep=""))
node_author <- getNodeSet(url_news,paste('/html/body/div/div/div[3]/div[2]/ul/li[',p,']/div/div/span[3]/a',sep=""))
result[num,1] <- xmlValue(node_title[[1]])
result[num,2] <- xmlValue(node_source[[1]])
for(q in 1:length(node_tags)){
temp[q,1] <- xmlValue(node_tags[[q]])
}
result[num,3] <- paste(temp[1],sep=",")
result[num,4] <- xmlValue(node_author[[1]])
result[num,5] <- alphabet[i]
result[num,6] <- tags[j,1]
}
if(num <= 10){
write.table(result[1:num,1:6],file=paste(alphabet[i],".r",sep=""),append=TRUE,col.names=TRUE)
}else{
write.table(result[(num-n+1):num,1:6],file=paste(alphabet[i],".r",sep=""),append=TRUE,col.names=FALSE)
}
Sys.sleep(2) #The time interval to suspend execution for, in seconds.
rm(result)
Sys.sleep(1) #The time interval to suspend execution for, in seconds.
gc()
result <- data.frame('文章标题'=NA,'文章来源'=NA,'文章标签'=NA,'文章发布者'=NA,'字母分类'=NA,'字母分类具体标签'=NA)
print(paste(alphabet[i],"字母分类的具体标签",tags[j,1],"第",k,"页的",n,"条资讯已抓取完毕!",sep=" "))
print(paste("字母分类i数字:",i,"字母分类的具体标签j数字:",j,"资讯页码k数字:",k,"资讯条目n数字:",n,"已抓取条数num数字:",num,sep=""))
}
}
}
}
}
}

在GUI中跑的结果:

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" alt="" />

有问题,扔需要改进
(二)R的多线程
1.安装R多线程的包

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" alt="" />

2.载入程序包

aaarticlea/png;base64,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" alt="" />

3.指定cpu核数

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4.调用log函数并赋值给result

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CC" alt="" />

5.停止集群

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注:

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" alt="" />

(三)R语言代理设置
curl<-­‐getCurlHandle(proxy="10.10.10.10:8080");
getURL("hBp://baidu.com",curl=curl)

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