## # R script to get data from PublicStuff # Note that the API version at https://www.publicstuff.com/developers#!/API is v2.0, # but this only includes requests up to a certain date. Use v2.1 for recent requests. # Run from one machine, otherwise you'll get duplicate databases that have differing posted items. # Run with `Rscript bin/gfk-publicstuff.R` # Raspberry Pi: https://www.r-bloggers.com/how-to-install-the-latest-version-of-r-statistics-on-your-raspberry-pi/ # Can install in Jessie with sudo apt-get install... but it is 3.1.1 by default. # Log the start time print(paste("311 script started at", Sys.time())) library(jsonlite) library(ini) library(mastodon) #devtools::install_github('ThomasChln/mastodon') library(RSQLite) library(stringr) library(emo) #devtools::install_github("hadley/emo") ### Config # Authentication variables auth <- read.ini("auth.ini") # Grab city view for Grand Forks space_id <- 15174 client_id <- 1353 #needed later ### Get going city <- jsonlite::fromJSON(txt=paste0("https://www.publicstuff.com/api/2.1/city_view?space_id=",space_id)) ## Make a data frame of request_type IDs and names city_request_types <- city$response$request_types$request_types$request_type[,c("id","name")] # Add column names names(city_request_types) <- c("request_type_id","request_type_name") # Loop through request types and get n most recent in each category # Unix timestamp from a week ago today <- as.numeric(as.POSIXct(Sys.time())) week_ago <- today-604800 # For all request types, get requests from the last week from the PublicStuff API. recent_requests <- lapply(city_request_types$request_type_id, function(x) jsonlite::fromJSON(paste0("https://www.publicstuff.com/api/2.1/requests_list?request_type_id=", x,"&after_timestamp=",week_ago,"&limit=100"))) # Pull out exactly the data we need recent_requests <- lapply(recent_requests, function(x) x$response$requests$request) # Drop null list items recent_requests <- Filter(Negate(is.null), recent_requests) # Image data is in a sub-dataframe, which we don't need drop_image <- function(x){ if(class(x$primary_attachment) == "data.frame") { x$primary_attachment <- NULL } return(x) } recent_requests <- lapply(recent_requests, drop_image) # Put the requests together in a data frame recent_requests <- do.call("rbind",recent_requests) # Add URL recent_requests$url <- paste0("https://iframe.publicstuff.com/#?client_id=",client_id,"&request_id=",recent_requests$id) # Add posted column (to include in database table) and default to 0 (false) recent_requests$posted <- 0 # Add request_type ID recent_requests <- merge(recent_requests,city_request_types, by.x = "title", by.y = "request_type_name", all.x=T) ## Store requests in a database # Create DB if it doesn't exist, otherwise connect mydb <- dbConnect(RSQLite::SQLite(), "requests.sqlite") # See if table exists, then get existing rows back if(nrow(dbGetQuery(mydb, "SELECT name FROM sqlite_master WHERE type='table' AND name='requests'")) > 0){ rows.exist <- dbGetQuery(mydb, 'SELECT id FROM requests')$id col_names <- names(dbGetQuery(mydb, 'SELECT * FROM requests')) } else rows.exist <- NA # Only add rows that don't exist, by request ID rows.add <- recent_requests[!recent_requests$id %in% rows.exist,] # Add the rows (rarrange to be in right order) dbWriteTable(mydb, "requests", rows.add[,col_names],append=T) # Get out of the database dbDisconnect(mydb) #### Tooting # https://shkspr.mobi/blog/2018/08/easy-guide-to-building-mastodon-bots/ # https://github.com/ThomasChln/mastodon mastodon_token <- login(auth$mastodon$server, auth$mastodon$email, auth$mastodon$password) # Each time this script runs, take the oldest n requests, post them, and mark them in the db. mydb <- dbConnect(RSQLite::SQLite(), "requests.sqlite") #all_requests <- dbGetQuery(mydb, 'SELECT * FROM requests') new_requests <- dbGetQuery(mydb, 'SELECT * FROM requests WHERE posted <> 1 ORDER BY date_created') # Only post if there are new requests if(nrow(new_requests) > 0){ # Set number of posts allowed at once. Will need to adjust according to cron # schedule and number of posts coming in daily so you don't get behind. posts_at_once <- min(3, nrow(new_requests)) # One post per request, up to limit for(i in 1:posts_at_once){ # Select request request <- new_requests[i,] # Determine emoji from request_type_id emoji <- emo::ji("interrobang") # default if(request$request_type_id==28157){ emoji <- emo::ji("biohazard") } else if(request$request_type_id==28158){ emoji <- emo::ji("poop") } else if(request$request_type_id==28400){ emoji <- emo::ji("bicycle") } else if(request$request_type_id==28171){ emoji <- emo::ji("recycle") } else if(request$request_type_id==32004){ emoji <- emo::ji("snowflake") } else if(request$request_type_id==28155){ emoji <- emo::ji("car") } else if(request$request_type_id==28086){ emoji <- emo::ji("leaves") } else if(request$request_type_id==28060){ emoji <- emo::ji("bulb") } else if(request$request_type_id==27903){ emoji <- emo::ji("seedling") } else if(request$request_type_id==27902){ emoji <- emo::ji("tractor") } else if(request$request_type_id==27901){ emoji <- emo::ji("alarm") } else if(request$request_type_id==26104){ emoji <- emo::ji("pick") } else if(request$request_type_id==26096){ emoji <- emo::ji("biohazard") } else emoji <- emo::ji("interrobang") #27904, general concern # Add emoji from request description if(grepl("dog|dogs", request$description)) { emoji <- paste0(emoji, emo::ji("dog")) } if(grepl("parking", request$description)) { emoji <- paste0(emoji, emo::ji("parking")) } if(grepl("leaf|leaves", request$description)) { emoji <- paste0(emoji, emo::ji("fallen_leaf")) } if(grepl("flood|floods", request$description)) { emoji <- paste0(emoji, emo::ji("ocean")) } if(grepl("speeding", request$description)) { emoji <- paste0(emoji, emo::ji("rocket")) } if(grepl("pedestrian|pedestrians|walkers", request$description)) { emoji <- paste0(emoji, emo::ji("walking")) } # Post one selected request post_text <- str_trunc(paste0(emoji, " ", request$title, " at ", str_squish(request$address), " (",request$url,"): ", request$description),500) # Check for image if(nchar(request$image_thumbnail, keepNA = F) > 2 ){ # Get the image download.file(gsub("small","large",request$image_thumbnail), 'temp.jpg', mode="wb") # Post post_media(mastodon_token, post_text, file = "temp.jpg") } else { # Post without image post_status(mastodon_token, post_text) } # After tooting, mark what has been posted. # https://cran.r-project.org/web/packages/RSQLite/vignettes/RSQLite.html # https://stackoverflow.com/a/43978368/2152245 # Update posted column as needed dbExecute(mydb, "UPDATE requests SET posted = :posted where id = :id", params=data.frame(posted=TRUE, id=request$id)) } # Get out of the database dbDisconnect(mydb) # Message to console (if running from script) print("Successful toots.") } else { # Message to console (if running from script) print("No requests to toot.") }