掌握分布在多个视图中的信息
rvest with information spread over multiple views
我想抓取 this page 左侧的排名,该排名分布在 34 个视图中,我相信(抓取的新手)是 Java 生成的。所有视图都具有相同的 url,因此我无法遍历这些视图。
据我所知,每个视图似乎都有节点 #elferspielerhistorie_subcont_j td
,从 j=0
开始。
我可以用
抓取第一个条目
library(rvest)
library(tidyverse)
elfer_url <- "http://www.kicker.de/news/fussball/bundesliga/spieltag/1-bundesliga/elfmeter-schuetzen-geschichte.html"
# first page
elfmeter <- read_html(elfer_url)
Schuetzen <- elfmeter %>% html_nodes("#elferspielerhistorie_subcont_0 td") %>% html_text()
我的 "strategy" 然后用 RSelenium 在下一页的 link 上单击,paste
下一个节点并重复。然而,循环 returns 接下来的 33 个视图的空条目(完整代码的完整性):
library(rvest)
library(tidyverse)
library(RSelenium)
elfer_url <- "http://www.kicker.de/news/fussball/bundesliga/spieltag/1-bundesliga/elfmeter-schuetzen-geschichte.html"
rD <- rsDriver(port = 4444L, browser = "firefox")
remDr <- rD$client
remDr$navigate(elfer_url)
# first page
elfmeter <- read_html(elfer_url)
Schuetzen <- elfmeter %>% html_nodes("#elferspielerhistorie_subcont_0 td") %>% html_text() %>% matrix(ncol=10, byrow=T) %>% data.frame()
clicknext <- remDr$findElements("xpath","//*[@id='ctl00_PlaceHolderContent_elfer_blaettern_elferhistorie_PagerForward']")
j <- 1
while (j<=34){
clicknext[[1]]$clickElement() # sends me to the right view
#elfmeter <- read_html(elfer_url) # switching this on or off does not change things
current.node <- paste0("#elferspielerhistorie_subcont_",j," td") # should be the node
weitere_Schuetzen <- elfmeter %>% html_node(current.node) %>% html_text() %>% matrix(ncol=10, byrow=T) %>% data.frame() # returns empty result
Schuetzen <- rbind(Schuetzen,weitere_Schuetzen)
j <- j+1
}
由于视图是动态生成的,因此您必须每次都获取页面源代码。可能是,下一个按钮的 ID 发生了变化,因此在每次迭代时也可以找到该按钮。
以下代码应该可以工作。请注意,我还读出了循环结束时丢弃的那些空行:
library(rvest)
library(tidyverse)
library(RSelenium)
elfer_url <- "http://www.kicker.de/news/fussball/bundesliga/spieltag/1-bundesliga/elfmeter-schuetzen-geschichte.html"
rD <- rsDriver(port = 4447L, browser = "firefox")
remDr <- rD$client
remDr$navigate(elfer_url)
getTable <- function(x) {
remDr$getPageSource()[[1]] %>%
read_html %>%
html_nodes(paste0("#elferspielerhistorie_subcont_", x, " table")) %>%
html_table(fill = T) %>%
.[[1]] %>%
data.frame
}
# first page
data <- getTable(0)
for(j in 1:33) {
next_button <- remDr$findElements("css","a[id=\"ctl00_PlaceHolderContent_elfer_blaettern_elferhistorie_PagerForward\"]") %>% .[[1]]
remDr$executeScript(script = "arguments[0].scrollIntoView(true);", args = list(next_button))
next_button$clickElement()
# sometimes the loop is too fast and it cannot fetch the table. so pause here
Sys.sleep(1)
data <- rbind(data, getTable(j))
j <- j+1
}
rD$server$stop()
data <- data[-which(data$Spieler == ""),]
dim(data)
> [1] 935 10
我想抓取 this page 左侧的排名,该排名分布在 34 个视图中,我相信(抓取的新手)是 Java 生成的。所有视图都具有相同的 url,因此我无法遍历这些视图。
据我所知,每个视图似乎都有节点 #elferspielerhistorie_subcont_j td
,从 j=0
开始。
我可以用
抓取第一个条目library(rvest)
library(tidyverse)
elfer_url <- "http://www.kicker.de/news/fussball/bundesliga/spieltag/1-bundesliga/elfmeter-schuetzen-geschichte.html"
# first page
elfmeter <- read_html(elfer_url)
Schuetzen <- elfmeter %>% html_nodes("#elferspielerhistorie_subcont_0 td") %>% html_text()
我的 "strategy" 然后用 RSelenium 在下一页的 link 上单击,paste
下一个节点并重复。然而,循环 returns 接下来的 33 个视图的空条目(完整代码的完整性):
library(rvest)
library(tidyverse)
library(RSelenium)
elfer_url <- "http://www.kicker.de/news/fussball/bundesliga/spieltag/1-bundesliga/elfmeter-schuetzen-geschichte.html"
rD <- rsDriver(port = 4444L, browser = "firefox")
remDr <- rD$client
remDr$navigate(elfer_url)
# first page
elfmeter <- read_html(elfer_url)
Schuetzen <- elfmeter %>% html_nodes("#elferspielerhistorie_subcont_0 td") %>% html_text() %>% matrix(ncol=10, byrow=T) %>% data.frame()
clicknext <- remDr$findElements("xpath","//*[@id='ctl00_PlaceHolderContent_elfer_blaettern_elferhistorie_PagerForward']")
j <- 1
while (j<=34){
clicknext[[1]]$clickElement() # sends me to the right view
#elfmeter <- read_html(elfer_url) # switching this on or off does not change things
current.node <- paste0("#elferspielerhistorie_subcont_",j," td") # should be the node
weitere_Schuetzen <- elfmeter %>% html_node(current.node) %>% html_text() %>% matrix(ncol=10, byrow=T) %>% data.frame() # returns empty result
Schuetzen <- rbind(Schuetzen,weitere_Schuetzen)
j <- j+1
}
由于视图是动态生成的,因此您必须每次都获取页面源代码。可能是,下一个按钮的 ID 发生了变化,因此在每次迭代时也可以找到该按钮。
以下代码应该可以工作。请注意,我还读出了循环结束时丢弃的那些空行:
library(rvest)
library(tidyverse)
library(RSelenium)
elfer_url <- "http://www.kicker.de/news/fussball/bundesliga/spieltag/1-bundesliga/elfmeter-schuetzen-geschichte.html"
rD <- rsDriver(port = 4447L, browser = "firefox")
remDr <- rD$client
remDr$navigate(elfer_url)
getTable <- function(x) {
remDr$getPageSource()[[1]] %>%
read_html %>%
html_nodes(paste0("#elferspielerhistorie_subcont_", x, " table")) %>%
html_table(fill = T) %>%
.[[1]] %>%
data.frame
}
# first page
data <- getTable(0)
for(j in 1:33) {
next_button <- remDr$findElements("css","a[id=\"ctl00_PlaceHolderContent_elfer_blaettern_elferhistorie_PagerForward\"]") %>% .[[1]]
remDr$executeScript(script = "arguments[0].scrollIntoView(true);", args = list(next_button))
next_button$clickElement()
# sometimes the loop is too fast and it cannot fetch the table. so pause here
Sys.sleep(1)
data <- rbind(data, getTable(j))
j <- j+1
}
rD$server$stop()
data <- data[-which(data$Spieler == ""),]
dim(data)
> [1] 935 10