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Laura A DeCicco authoredLaura A DeCicco authored
getWaterML1Data.r 4.88 KiB
#' Function to return data from the NWISWeb WaterML1.1 service
#'
#' This function accepts a url parameter that already contains the desired
#' NWIS site, parameter code, statistic, startdate and enddate.
#'
#' @param obs_url string containing the url for the retrieval
#' @return mergedDF a data frame containing columns agency, site, dateTime, values, and remark codes for all requested combinations
#' @export
#' @import XML
#' @examples
#' sites <- "02177000"
#' startDate <- "2012-09-01"
#' endDate <- "2012-10-01"
#' offering <- '00003'
#' property <- '00060'
#' obs_url <- constructNWISURL(sites,property,startDate,endDate,'dv')
#' data <- getWaterML1Data(obs_url)
#' urlMulti <- constructNWISURL("04085427",c("00060","00010"),startDate,endDate,'dv',statCd=c("00003","00001"))
#' multiData <- getWaterML1Data(urlMulti)
getWaterML1Data <- function(obs_url){
# This is more elegent, but requires yet another package dependency RCurl...which I now require for wqp
# content <- getURLContent(obs_url,.opts=list(timeout.ms=500000))
# test <- capture.output(tryCatch(xmlTreeParse(content, getDTD=FALSE, useInternalNodes=TRUE),"XMLParserErrorList" = function(e) {cat("incomplete",e$message)}))
# while (length(grep("<?xml",test))==0) {
# content <- getURLContent(obs_url,.opts=list(timeout.ms=500000))
# test <- capture.output(tryCatch(xmlTreeParse(content, getDTD=FALSE, useInternalNodes=TRUE),"XMLParserErrorList" = function(e) {cat("incomplete",e$message)}))
# }
# doc <- htmlTreeParse(content, getDTD=TRUE, useInternalNodes=TRUE)
# require(XML)
doc <- xmlTreeParse(obs_url, getDTD = FALSE, useInternalNodes = TRUE)
doc <- xmlRoot(doc)
ns <- xmlNamespaceDefinitions(doc, simplify = TRUE)
timeSeries <- xpathApply(doc, "//ns1:timeSeries", namespaces = ns)
for (i in 1:length(timeSeries)){
chunk <- xmlDoc(timeSeries[[i]])
chunk <- xmlRoot(chunk)
chunkNS <- xmlNamespaceDefinitions(chunk, simplify = TRUE)
pCode <-as.character(xpathApply(chunk, "ns1:variable/ns1:variableCode", namespaces = chunkNS, xmlValue))
statCd <- as.character(xpathApply(chunk, "ns1:variable/ns1:options/ns1:option/@optionCode", namespaces = chunkNS))
valuesIndex <- as.numeric(which("values" == names(chunk)))
zoneAbbrievs <- c(as.character(xpathApply(chunk, "ns1:sourceInfo/ns1:timeZoneInfo/ns1:defaultTimeZone/@zoneAbbreviation", namespaces = chunkNS)),
as.character(xpathApply(chunk, "ns1:sourceInfo/ns1:timeZoneInfo/ns1:daylightSavingsTimeZone/@zoneAbbreviation", namespaces = chunkNS)))
names(zoneAbbrievs) <- c(as.character(xpathApply(chunk, "ns1:sourceInfo/ns1:timeZoneInfo/ns1:defaultTimeZone/@zoneOffset", namespaces = chunkNS)),
as.character(xpathApply(chunk, "ns1:sourceInfo/ns1:timeZoneInfo/ns1:daylightSavingsTimeZone/@zoneOffset", namespaces = chunkNS)))
for (j in valuesIndex){
subChunk <- xmlRoot(xmlDoc(chunk[[j]]))
methodID <- as.character(xpathSApply(subChunk, "ns1:method/@methodID", namespaces = chunkNS))
methodID <- padVariable(methodID,2)
value <- as.numeric(xpathSApply(subChunk, "ns1:value",namespaces = chunkNS, xmlValue))
dateTime <- strptime(xpathSApply(subChunk, "ns1:value/@dateTime",namespaces = chunkNS),"%Y-%m-%dT%H:%M:%S")
tzHours <- substr(xpathSApply(subChunk, "ns1:value/@dateTime",namespaces = chunkNS),
23,
nchar(xpathSApply(subChunk, "ns1:value/@dateTime",namespaces = chunkNS)))
if(mean(nchar(tzHours),rm.na=TRUE) == 6){
tzAbbriev <- zoneAbbrievs[tzHours]
} else {
tzAbbriev <- rep(as.character(zoneAbbrievs[1]),length(dateTime))
}
qualifier <- as.character(xpathSApply(subChunk, "ns1:value/@qualifiers",namespaces = chunkNS))
valueName <- paste(methodID,pCode,statCd,sep="_")
qualName <- paste(methodID,pCode,statCd,"cd",sep="_")
valueName <- paste("X",valueName,sep="")
qualName <- paste("X",qualName,sep="")
assign(valueName,value)
assign(qualName,qualifier)
df <- data.frame(dateTime,
tzAbbriev,
get(valueName),
get(qualName)
)
names(df) <- c("dateTime","tz_cd",valueName,qualName)
if (1 == i & valuesIndex[1] == j){
mergedDF <- df
} else {
mergedDF <- merge(mergedDF, df,by=c("dateTime","tz_cd"),all=TRUE)
}
}
}
agencyCd <- as.character(xpathSApply(timeSeries[[1]], "ns1:sourceInfo/ns1:siteCode/@agencyCode",namespaces = chunkNS))
siteNo <- as.character(xpathSApply(timeSeries[[1]], "ns1:sourceInfo/ns1:siteCode",namespaces = chunkNS, xmlValue))
mergedDF$agency <- rep(agencyCd, nrow(mergedDF))
mergedDF$site <- rep(siteNo, nrow(mergedDF))
reorder <- c(ncol(mergedDF)-1, ncol(mergedDF), 1:(ncol(mergedDF)-2))
mergedDF <- mergedDF[,reorder]
return (mergedDF)
}