getCoordinate.core = function(address,city=NULL,
output='json', formatted = F,
map_ak = ''){
### address
if (any(grepl(' |#', address))) warning('address should not have blank character!')
address = gsub(' |#', '', address)
url_head = paste0('https://restapi.amap.com/v3/geocode/geo?address=', address)
if (!is.null(city)) url_head = paste0(url_head, "&city=", city)
url = paste0(url_head, "&output=", output, "&key=", map_ak)
### result
result = tryCatch(getURL(url),error = function(e) {getURL(url, timeout = 200)})
#cat(result)
#cat("\n")
if(length(address)==1)
address<-iconv(URLdecode(address),"UTF-8","GBK")
else{
for(i in 1:length(address))
address[i]<-iconv(URLdecode(address[i]),"UTF-8","GBK")
}
names(result) = address
### transform data from json/xml
trans = function(x, out = output){
if (out == 'xml') {
rs <- gsub('.*?<location>([\\.,0-9]*)</location>.*', '\\1', x)
coor<-unlist(str_split(rs,"[,]"))
}else if (out == 'json'){
rs <- gsub('.*?"location":"([\\.,0-9]*).*', '\\1', x)
coor<-unlist(str_split(rs,"[,]"))
}
long = as.numeric(coor[1]); lat = as.numeric(coor[2])
return(c("longtitude" = long, "latitude" = lat))
}
if (formatted) {
if (length(result) > 1) {
result = t(sapply(result, trans))
} else {
result = trans(result)
}
}
### final
return(result)
}
#' Get coordiante from address.
#' Take in address and return the coordinate
#' @param address address
#' @param city the city of the address, optional
#' @param output should be "json" or "xml", the type of the result
#' @param formatted logical value, return the coordinates or the original results
#' @param limit integer value.If the length of address exceeded limit, function will run in parallel
#' @param map_ak access key of GaoDe map service, you can set it through options(gaode.key='xxx')
#' @return A vector contains the corresponding coordiante. If "formatted=TRUE", return the numeric coordinates, otherwise return json or xml type result, depents on the argument "output". If the length of address is larger than 1, the result is a matrix.
#' @importFrom stringr str_split
#' @importFrom RCurl getURL
#' @importFrom utils URLencode
#' @importFrom utils URLdecode
#' @export getCoordinate
#' @examples
#' \dontrun{
#' ## json output
#' getCoordinate('北京大学')
#'
#' ## xml output
#' getCoordinate('北京大学', output='xml')
#'
#' ## formatted
#' getCoordinate('北京大学', formatted = T)
#'
#' ## vectorization, return a matrix
#' getCoordinate(c('北京大学', '清华大学'), formatted = T)
#' }
getCoordinate=function(address, city=NULL, output='json', formatted = F,limit=600, map_ak=''){
#change encoding form GBK to UTF-8
if(length(address)==1)
address<-URLencode(iconv(address,"GBK","UTF-8"))
else{
for(i in 1:length(address))
address[i]<-URLencode(iconv(address[i],"GBK","UTF-8"))
}
if (!is.null(city)) city<-URLencode(iconv(city,"GBK","UTF-8"))
#cat(address)
if (map_ak == '' && is.null(getOption('gaode.key'))){
stop(Notification)
}else{
map_ak = ifelse(map_ak == '', getOption('gaode.key'), map_ak)
}
if(length(address)<limit){
res<-getCoordinate.core(address, city, output , formatted, map_ak)
}else if(require(parallel)){
cl <- makeCluster(getOption("cl.cores", detectCores()*0.8))
res<-parLapply(cl,X = address,fun = function(x){
getCoordinate.core(x, city, output , formatted, map_ak)
})
res<-do.call('rbind',res)
stopCluster(cl)
}else{
warning('can not run in parallel mode without package parallel')
res<-getCoordinate.core(address, city, output , formatted, map_ak)
}
res
}
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