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part1
library(RMySQL)
help(package="RMySQL") #查看RMySQL的说明文档,里面有RMySQL所有可用的方法
#创建数据库连接 ,localhost代表本机,dbname就是上面创建的Rdatabase,用户名一般是root
# password为空(如果你没设置的话一般都是这样的)
con <- dbConnect(MySQL(),host="localhost",dbname="Rdatabase",user="root",password="")
dbSendQuery(con,'SET NAMES utf8')
#获取连接信息,查看database下所有表
#summary(con)
#dbGetInfo(con)
#dbListTables(con)
#dbRemoveTable(con,"test")
#数据库连接删除函数,每个任务之前最好先清理所有的连接,调用此函数就可以
killDbConnections <- function () {
all_cons <- dbListConnections(MySQL())
print(all_cons)
for(con in all_cons)
+ dbDisconnect(con)
print(paste(length(all_cons), " connections killed."))
}
part2
library(DBI)
library(RMySQL)
con <- dbConnect(MySQL(),host="localhost",dbname="rdb",user="root",password="")
dbSendQuery(con,'SET NAMES utf8')
library(httr)
totalNum=562
pageSize=10
totalPage=ceiling(totalNum/pageSize)
print(totalPage)
currentPage=1
term='(cell[TA]) AND 2017[DP]'
usehistory='Y'
querykey=''
webenv=''
postSearchUrl='https://eutils.ncbi.nlm.nih.gov/entrez/eutils/esearch.fcgi'
while(currentPage<=totalPage){
retstart=(currentPage-1)*pageSize
r <- POST(postSearchUrl,
body = list(
db='pubmed',
term=term,
retmode='json',
retstart=retstart,
retmax=pageSize,
usehistory=usehistory,
rettype='uilist'
)
)
stop_for_status(r)
data=content(r, "parsed", "application/json")
esearchresult=data$esearchresult
querykey=esearchresult$querykey
webenv=esearchresult$webenv
idlist =esearchresult$idlist
n = length(idlist)
pmid=c()
i = 1
while(i<=n){
pmid=c(pmid, as.character(idlist[i][1]))
i = i+1
}
article=data.frame('pmid'=pmid)
dbWriteTable(con,"article",article,append=TRUE)
currentPage = currentPage + 1
}
dbDisconnect(con)
part3
library(RMySQL)
library(xml2)
library(httr)
killDbConnections()
con <- dbConnect(MySQL(),host="localhost",dbname="rdb",user="root",password="")
dbSendQuery(con,'SET NAMES utf8')
rs <- dbSendQuery(con, "SELECT * FROM article WHERE isdone=0")
while (!dbHasCompleted(rs)) {
chunk <- dbFetch(rs, 10)
pmidStr=""
i=1
n=nrow(chunk) #获得总行数
while (i<=n){
pmidStr = paste(pmidStr,chunk[i,3],sep=",") #循环将各个pmid之间用逗号连接起来
i = i + 1
}
pmidStr=substr(pmidStr,2,100000) #去掉pmid第一个逗号,从第2位起,到100000位,即到末尾
#下面就是第一次作业里面获取title和abstract
postFetchUrl='https://eutils.ncbi.nlm.nih.gov/entrez/eutils/efetch.fcgi'
r2 <- POST(postFetchUrl,
body = list(
db='pubmed',
id=pmidStr,
retmode='xml'
)
)
stop_for_status(r2) #clear http status
data2=content(r2, "parsed", "application/xml")
article=xml_children(data2)
#xml_length(article)为里面文章的数量
count=length(article)
cnt=1
while(cnt<=count){
title=xml_text(xml_find_first(article[cnt],".//ArticleTitle")) #找到第一个ArticleTitle节点
abstract=xml_text(xml_find_first(article[cnt],".//AbstractText"))
pmid=xml_text(xml_find_first(article[cnt],".//PMID"))
#更新数据库,首先去掉title和abstract里面的单引号,单引号会导致mysql更新出现问题
title = gsub("'","",title)
abstract = gsub("'","",abstract)#得到新的title和abstract(没有单引号)
#构建mysql更新语句,R语言的字符串拼接不太好,不能使用"+",也不能使用点"."
sql=paste("UPDATE article SET title='",title,"',abstract='",abstract,"',isdone=1"," where pmid='",pmid,"'",sep="")#设置isdone字段用于标记已经处理完的
#执行,并新开通一个mysql连接
con2 <- dbConnect(MySQL(),host="localhost",dbname="rdb",user="root",password="")
dbSendQuery(con2,'SET NAMES utf8')
dbSendQuery(con2,sql)
dbDisconnect(con2)
cnt = cnt + 1#延迟1秒运行,因为pubmed接口说明如果1秒内并发超过3次将会被封禁IP
Sys.sleep(1)
}
}
第三题出错~查找百度说是定义的字符串类型问题~但是大家别人的没错呀?求教……
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