1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446 447 448 449 450 451 452 453 454 455 456 457 458 459 460 461 462 463 464 465 466 467 468 469 470 471 472 473 474 475 476 477 478 479 480 481 482 483 484 485 486 487
|
#' @name readSDMX
#' @aliases readSDMX
#' @title readSDMX
#' @description \code{readSDMX} is the main function to use to read SDMX data
#'
#' @usage readSDMX(file = NULL, isURL = TRUE, isRData = FALSE,
#' provider = NULL, providerId = NULL, providerKey = NULL,
#' agencyId = NULL, resource = NULL, resourceId = NULL, version = NULL,
#' flowRef = NULL, key = NULL, key.mode = "R", start = NULL, end = NULL, dsd = FALSE,
#' headers = list(), validate = FALSE, references = NULL,
#' verbose = !is.null(logger), logger = "INFO", ...)
#'
#' @param file path to SDMX-ML document that needs to be parsed
#' @param isURL a value of class "logical" either the path is an url, and data
#' has to be downloaded from a SDMXweb-repository. Default value is TRUE.
#' Ignored in case \code{readSDMX} is used with helpers (based on the
#' embedded list of \code{SDMXServiceProvider})
#' @param isRData a value of class "logical" either the path is local RData file
#' handling an object of class "SDMX", previously saved with \code{\link{saveSDMX}}.
#' Default value is FALSE.
#' @param provider an object of class "SDMXServiceProvider". If specified,
#' \code{file} and \code{isURL} arguments will be ignored.
#' @param providerId an object of class "character" representing a provider id.
#' It has to be match a default provider as listed in\code{getSDMXServiceProviders()}
#' @param providerKey an object of class "character" giving a key to authenticate
#' for the given provider endpoint. Some providers may require an authentication or
#' subscription key to perform SDMX requests.
#' @param agencyId an object of class "character representing an agency id, for
#' which data should be requested (from a particular service provider)
#' @param resource an object of class "character" giving the SDMX service request
#' resource to query e.g. "data". Recognized if a valid provider or provide
#' id has been specified as argument.
#' @param resourceId an object of class "character" giving a SDMX service resource
#' Id, e.g. the id of a data structure
#' @param version an object of class "character" giving a SDMX resource version,
#' e.g. the version of a dataflow.
#' @param flowRef an object of class "character" giving the SDMX flow ref id. Recognized
#' if valid provider or provide id has been specified as argument.
#' @param key an object of class "character" or "list" giving the SDMX data key/filter
#' to apply. Recognized if a valid provider or provide id has been specified as argument.
#' If \code{key.mode} is equal to \code{"R"} (default value), filter has to be an object
#' of class "list" representing the filters to apply to the dataset, otherwise the filter
#' will be a string.
#' @param key.mode an object of class "character" indicating if the \code{key} has to be provided
#' as an R object, ie a object of class "list" representing the filter(s) to apply. Default
#' value is \code{"R"}. Alternative value is \code{"SDMX"}
#' @param start an object of class "integer" or "character" giving the SDMX start time to apply.
#' Recognized if a valid provider or provide id has been specified as argument.
#' @param end an object of class "integer" or "character" giving the SDMX end time to apply.
#' Recognized if a valid provider or provide id has been specified as argument.
#' @param references an object of class "character" giving the instructions to return (or not) the
#' artefacts referenced by the artefact to be returned.
#' @param dsd an Object of class "logical" if an attempt to inherit the DSD should be performed.
#' Active only if \code{"readSDMX"} is used as helper method (ie if data is fetched using
#' an embedded service provider. Default is FALSE
#' @param validate an object of class "logical" indicating if a validation check has to
#' be performed on the SDMX-ML document to check its SDMX compliance when reading it.
#' Default is FALSE.
#' @param verbose an Object of class "logical" that indicates if rsdmx logs should
#' appear to user. Default is set to \code{FALSE} (see argument \code{logger}).
#' @param logger reports if a logger has to be used to print log messages. Default is \code{NULL}
#' (no logs). Use "INFO" to print \pkg{rsdmx} logs, and "DEBUG" to print verbose messages
#' from SDMX web requests.
#' @param headers an object of class "list" that contains any additional headers for the request.
#' @param ... (any other parameter to pass to httr::GET request)
#'
#' @export
#'
#' @return an object of class "SDMX"
#'
#' @examples
#' # SDMX datasets
#' #--------------
#' \dontrun{
#' # Not run
#' # (local dataset examples)
#' #with SDMX 2.0
#' tmp <- system.file("extdata","Example_Eurostat_2.0.xml", package="rsdmx")
#' sdmx <- readSDMX(tmp, isURL = FALSE)
#' stats <- as.data.frame(sdmx)
#' head(stats)
#'
#' #with SDMX 2.1
#' tmpnew <- system.file("extdata","Example_Eurostat_2.1.xml", package="rsdmx")
#' sdmx <- readSDMX(tmpnew, isURL = FALSE)
#' stats <- as.data.frame(sdmx)
#' head(stats)
#' ## End(**Not run**)
#' }
#'
#' \dontrun{
#' # Not run by 'R CMD check'
#' # (reliable remote datasource but with possible occasional unavailability)
#'
#' #examples using embedded providers
#' sdmx <- readSDMX(providerId = "OECD", resource = "data", flowRef = "MIG",
#' key = list("TOT", NULL, NULL), start = 2011, end = 2011)
#' stats <- as.data.frame(sdmx)
#' head(stats)
#'
#' #examples using 'file' argument
#' #using url (Eurostat REST SDMX 2.1)
#' url <- paste("http://ec.europa.eu/eurostat/SDMX/diss-web/rest/data/",
#' "cdh_e_fos/all/?startperiod=2000&endPeriod=2010",
#' sep = "")
#' sdmx <- readSDMX(url)
#' stats <- as.data.frame(sdmx)
#' head(stats)
#'
#' ## End(**Not run**)
#' }
#'
#' # SDMX DataStructureDefinition (DSD)
#' #-----------------------------------
#' \dontrun{
#' # Not run by 'R CMD check'
#' # (reliable remote datasource but with possible occasional unavailability)
#'
#' #using embedded providers
#' dsd <- readSDMX(providerId = "OECD", resource = "datastructure",
#' resourceId = "WATER_ABSTRACT")
#'
#' #get codelists from DSD
#' cls <- slot(dsd, "codelists")
#' codelists <- sapply(slot(cls,"codelists"), slot, "id") #get list of codelists
#'
#' #get a codelist
#' codelist <- as.data.frame(cls, codelistId = "CL_WATER_ABSTRACT_SOURCE")
#'
#' #get concepts from DSD
#' concepts <- as.data.frame(slot(dsd, "concepts"))
#'
#' ## End(**Not run**)
#' }
#'
#' @author Emmanuel Blondel, \email{emmanuel.blondel1@@gmail.com}
#'
readSDMX <- function(file = NULL, isURL = TRUE, isRData = FALSE,
provider = NULL, providerId = NULL, providerKey = NULL,
agencyId = NULL, resource = NULL, resourceId = NULL, version = NULL,
flowRef = NULL, key = NULL, key.mode = "R", start = NULL, end = NULL, dsd = FALSE,
headers = list(), validate = FALSE, references = NULL,
verbose = !is.null(logger), logger = "INFO", ...) {
#logger
debug <- FALSE
if(!is.null(logger)) debug <- logger == "DEBUG"
log <- rsdmxLogger$new(enabled = verbose)
#set option for SDMX compliance validation
.rsdmx.options$validate <- validate
.rsdmx.options$followlocation <- TRUE
if(!(key.mode %in% c("R", "SDMX"))){
stop("Invalid value for key.mode argument. Accepted values are 'R', 'SDMX' ")
}
#check from arguments if request has to be performed
buildRequest <- FALSE
if(!missing(provider)){
if(!is(provider,"SDMXServiceProvider")){
stop("Provider should be an instance of 'SDMXServiceProvider'")
}else{
providerId = slot(provider, "agencyId")
}
buildRequest <- TRUE
}
if(!missing(providerId)){
provider <- findSDMXServiceProvider(providerId)
if(is.null(provider)){
stop("No provider with identifier ", providerId)
}
buildRequest <- TRUE
}
#proceed with the request build
if(buildRequest){
if(is.null(resource)) stop("SDMX service resource cannot be null")
#request handler
requestHandler <- provider@builder@handler
if((resource %in% provider@builder@unsupportedResources) ||
!(resource %in% names(requestHandler)))
stop("Unsupported SDMX service resource for this provider")
#apply SDMX key mode
if(key.mode == "R" && !missing(key) && !is.null(key)){
key <- paste(sapply(key, paste, collapse = "+"), collapse=".")
}
#request params
requestParams <- SDMXRequestParams(
regUrl = provider@builder@regUrl,
repoUrl = provider@builder@repoUrl,
accessKey = providerKey,
providerId = providerId,
agencyId = agencyId,
resource = resource,
resourceId = resourceId,
version = version,
flowRef = flowRef,
key = key,
start = start,
end = end,
references = references,
compliant = provider@builder@compliant
)
#formatting requestParams
requestFormatter <- provider@builder@formatter
requestParams <- switch(resource,
"dataflow" = requestFormatter$dataflow(requestParams),
"datastructure" = requestFormatter$datastructure(requestParams),
"data" = requestFormatter$data(requestParams))
#preparing request
file <- switch(resource,
"dataflow" = requestHandler$dataflow(requestParams),
"datastructure" = requestHandler$datastructure(requestParams),
"data" = requestHandler$data(requestParams)
)
log$INFO(sprintf("Fetching '%s'", file))
}
#call readSDMX original
if(is.null(file)) stop("Empty file argument")
if(buildRequest) isURL = TRUE
if(isRData) isURL = FALSE
#load data
status <- 0
if(isURL == FALSE){
isXML <- !isRData
if(isXML){
if(!file.exists(file)) stop("File ", file, "not found\n")
content <- readChar(file, file.info(file)$size)
}
}else{
requestURL <- function(file, contentType = TRUE, debug = FALSE){
rsdmxAgent <- paste("rsdmx/",as.character(packageVersion("rsdmx")),sep="")
content <- NULL
if(debug){
if(contentType){
content <- httr::with_verbose(httr::GET(
file, httr::add_headers(
'Accept' = "application/xml",
'Content-Type' = "application/xml",
'User-Agent' = rsdmxAgent,
unlist(headers)
), ...))
}else{
content <- httr::with_verbose(httr::GET(
file, httr::add_headers(
'Accept' = "application/xml",
'User-Agent' = rsdmxAgent,
unlist(headers)
), ...))
}
}else{
if(contentType){
content <- httr::GET(file, httr::add_headers(
'Accept' = "application/xml",
'Content-Type' = "application/xml",
'User-Agent' = rsdmxAgent,
unlist(headers)
), ...)
}else{
content <- httr::GET(file, httr::add_headers(
'Accept' = "application/xml",
'User-Agent' = rsdmxAgent,
unlist(headers)
), ...)
}
}
return(content);
}
out <- requestURL(file, debug = debug)
out_headers <- httr::headers(out)
if(httr::status_code(out) %in% c(301,302)){
file <- out_headers[["Location"]]
out <- requestURL(file, debug = debug)
out_headers <- httr::headers(out)
}
if(!is.null(out_headers[["content-type"]])) if(startsWith(out_headers[["content-type"]], "text/html")){
out <- requestURL(file, contentType = FALSE, debug = debug)
out_headers <- httr::headers(out)
}
if(httr::status_code(out) >= 400) {
stop("HTTP request failed with status: ",
httr::status_code(out), " ", httr::message_for_status(out))
}
content <- httr::content(out, "text", encoding = "UTF-8")
}
status <- tryCatch({
if((attr(regexpr("<!DOCTYPE html>", content), "match.length") == -1) &&
(attr(regexpr("<html>", content), "match.length") == -1)){
#check the presence of a BOM
BOM <- "\ufeff"
if(attr(regexpr(BOM, content), "match.length") != - 1){
content <- gsub(BOM, "", content)
}
#check presence of XML comments
content <- gsub("<!--.*?-->", "", content)
#check presence of invalid XML entities
content <- gsub("“", """, content)
content <- gsub("”", """, content)
content <- gsub("‘", "'", content)
content <- gsub("’", "'", content)
xmlObj <- xmlTreeParse(content, useInternalNodes = TRUE)
status <- 1
}else{
stop("Invalid SDMX-ML file")
}
},error = function(err){
print(err)
status <<- 0
return(status)
})
#internal function for SDMX Structure-based document
getSDMXStructureObject <- function(xmlObj, ns, resource){
strTypeObj <- SDMXStructureType(xmlObj, ns, resource)
strType <- getStructureType(strTypeObj)
strObj <- switch(strType,
"DataflowsType" = SDMXDataFlows(xmlObj, ns),
"ConceptsType" = SDMXConcepts(xmlObj, ns),
"CodelistsType" = SDMXCodelists(xmlObj, ns),
"DataStructuresType" = SDMXDataStructures(xmlObj, ns),
"DataStructureDefinitionsType" = SDMXDataStructureDefinition(xmlObj, ns),
NULL
)
return(strObj)
}
#encapsulate in S4 object
obj <- NULL
if(status){
#namespaces
ns <- namespaces.SDMX(xmlObj)
#convenience for SDMX documents embedded in SOAP XML responses
if(isSoapRequestEnvelope(xmlObj, ns)){
xmlObj <- getSoapRequestResult(xmlObj)
}
#convenience for SDMX documents queried through a RegistryInterface
if(isRegistryInterfaceEnvelope(xmlObj, TRUE)){
xmlObj <- getRegistryInterfaceResult(xmlObj)
}
type <- SDMXType(xmlObj)@type
obj <- switch(type,
"StructureType" = getSDMXStructureObject(xmlObj, ns, resource),
"GenericDataType" = SDMXGenericData(xmlObj, ns),
"CompactDataType" = SDMXCompactData(xmlObj, ns),
"UtilityDataType" = SDMXUtilityData(xmlObj, ns),
"StructureSpecificDataType" = SDMXStructureSpecificData(xmlObj, ns),
"StructureSpecificTimeSeriesDataType" = SDMXStructureSpecificTimeSeriesData(xmlObj, ns),
"CrossSectionalDataType" = SDMXCrossSectionalData(xmlObj, ns),
"MessageGroupType" = SDMXMessageGroup(xmlObj, ns),
NULL
)
if(is.null(obj)){
if(type == "StructureType"){
strTypeObj <- SDMXStructureType(xmlObj, ns, resource)
type <- getStructureType(strTypeObj)
}
stop(paste("Unsupported SDMX Type '",type,"'",sep=""))
}else{
#handling footer messages
footer <- slot(obj, "footer")
footer.msg <- slot(footer, "messages")
if(length(footer.msg) > 0){
invisible(
lapply(footer.msg,
function(x){
code <- slot(x,"code")
severity <- slot(x,"severity")
lapply(slot(x,"messages"),
function(msg){
warning(paste(severity," (Code ",code,"): ",msg,sep=""),
call. = FALSE)
}
)
})
)
}
}
}else{
#read SDMX object from RData file (.RData, .rda, .rds)
if(isRData){
if(!file.exists(file)) stop("File ", file, "not found\n")
obj <- readRDS(file, refhook = XML::xmlDeserializeHook)
}
}
#attempt to get DSD
embeddedDSD <- FALSE
if(is(obj, "SDMXData")){
strTypeObj <- SDMXStructureType(obj@xmlObj, ns, NULL)
if(!is.null(strTypeObj@subtype)){
if(strTypeObj@subtype %in% c("CodelistsType", "DataStructureDefinitionsType")){
dsd <- TRUE
embeddedDSD <- TRUE
}
}
}
if(dsd){
dsdObj <- NULL
#in case codelist or DSD are embedded with data
if(embeddedDSD){
dsdObj <- SDMXDataStructureDefinition(obj@xmlObj, ns)
slot(obj, "dsd") <- dsdObj
}
#using helpers strategy (with a resource parameter)
if(buildRequest && resource %in% c("data","dataflow")){
if(resource == "data" && providerId %in% c("ESTAT", "ISTAT", "ISTAT_LEGACY", "WBG_WITS", "CD2030", "IMF_DATA", "OECD")){
log$INFO("Attempt to fetch DSD ref from dataflow description")
flow <- readSDMX(providerId = providerId, providerKey = providerKey, resource = "dataflow",
resourceId = flowRef, headers = headers, verbose = TRUE, logger = logger,
...)
dsdRef <- slot(slot(flow, "dataflows")[[1]],"dsdRef")
rm(flow)
}else{
dsdRef <- NULL
if(resource == "data"){
dsdRef <- slot(obj, "dsdRef")
}else if(resource=="dataflow"){
dsdRef <- lapply(slot(obj,"dataflows"), slot,"dsdRef")
}
if(!is.null(dsdRef)){
log$INFO(sprintf("DSD ref identified in dataset = '%s'", dsdRef))
log$INFO("Attempt to fetch & bind DSD to dataset")
}else{
dsdRef <- flowRef
log$WARN("No DSD ref associated to dataset")
log$INFO("Attempt to fetch & bind DSD to dataset using 'flowRef'")
}
}
if(resource == "data"){
dsdObj <- readSDMX(providerId = providerId, providerKey = providerKey,
resource = "datastructure", resourceId = dsdRef, headers = headers,
verbose = verbose, references = references, logger = logger, ...)
if(is.null(dsdObj)){
log$WARN(sprintf("Impossible to fetch DSD for dataset '%s'", flowRef))
}else{
log$INFO("DSD fetched and associated to dataset!")
slot(obj, "dsd") <- dsdObj
}
}else if(resource == "dataflow"){
dsdObj <- lapply(1:length(dsdRef), function(x){
flowDsd <- readSDMX(providerId = providerId, providerKey = providerKey,
resource = "datastructure", resourceId = dsdRef[[x]], headers = headers,
verbose = verbose, references = references, logger = logger, ...)
if(is.null(flowDsd)){
log$INFO(sprintf("Impossible to fetch DSD for dataflow '%s'",resourceId))
}else{
log$INFO("DSD fetched and associated to dataflow!")
slot(slot(obj,"dataflows")[[x]],"dsd") <<- flowDsd
}
})
}
}
}
return(obj);
}
|