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ArcGIS Online hosted feature service in lezen in R
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# Living Atlas of the world | |
# Rijksmonumenten | |
# https://www.arcgis.com/home/item.html?id=da0ee4c59ec44cff9683016c58a67470 | |
# https://services.arcgis.com/nSZVuSZjHpEZZbRo/arcgis/rest/services/Rijksmonumenten/FeatureServer | |
library(sf) | |
library(tmap) | |
library(httr) | |
library(dplyr) | |
library(jsonlite) | |
library(data.table) | |
url <- list( | |
hostname = "services.arcgis.com/nSZVuSZjHpEZZbRo/ArcGIS/rest/services/Rijksmonumenten/FeatureServer", | |
scheme = "https", | |
query = list(f = "json") | |
) %>% setattr("class","url") | |
# Layers | |
response <- build_url(url) %>% fromJSON() | |
layer_id <- response$layers %>% filter(name == 'Rijksmonumenten') %>% select(id) %>% as.numeric() | |
# Capabilities | |
url$path <- paste(layer_id) | |
capabilities <- build_url(url) %>% fromJSON() | |
max_record_count <- capabilities$maxRecordCount | |
supports_pagination <- capabilities$advancedQueryCapabilities$supportsPagination | |
print(max_record_count) | |
print(supports_pagination) | |
# Features | |
url$path <- paste(layer_id, "query", sep = "/") | |
# How many hits? | |
url$query<- list(where = "1=1", | |
outFields = "*", | |
returnCountOnly = "true", | |
f = "geojson") | |
response <- build_url(url) %>% fromJSON() | |
hits <- response$properties$count | |
print(hits) | |
# Request the first page with features | |
url$query$returnCountOnly = "false" | |
data <- build_url(url) %>% st_read(stringsAsFactors = FALSE) %>% st_set_crs(28992) | |
nrow(data) #64020 > This is strange!!! Shouldn't that be 10000, because maxRecordCount is 10000? | |
# Request all pages and all features using pagination | |
#### This code doesn't seem to be necessary - but I don't understand why #### | |
query$resultRecordCount = max_record_count | |
data_full <- lapply(seq(0, hits, max_record_count), function(x) { | |
url$query$resultOffset <- x | |
build_url(url) %>% st_read(stringsAsFactors = F) | |
}) %>% do.call(rbind, .) | |
nrow(data_full) # 64020 | |
head(data_full) | |
qtm(data_full) | |
# Statistics | |
url$query$outStatistics = '[{"statisticType":"MIN","onStatisticField":"OBJECTID","outStatisticFieldName":"MIN_OBJECTID"}, | |
{"statisticType":"MAX","onStatisticField":"OBJECTID","outStatisticFieldName":"MAX_OBJECTID"}]' | |
response <- build_url(url) %>% fromJSON() | |
minimum <- response$features$properties$MIN_OBJECTID | |
maximum <- response$features$properties$MAX_OBJECTID |
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