From d00415c88aa40d32d25c7628e7fcf39bd3e991d9 Mon Sep 17 00:00:00 2001 From: Malcolm Morgan Date: Mon, 17 Jul 2023 09:00:31 +0100 Subject: [PATCH] Shapes support For rail timetables --- R/atoc_shapes.R | 347 ++++++++++++++++++++++++++++++++++++++++++++ R/write_gtfs.R | 3 + data/rail_heavy.rda | Bin 694046 -> 694705 bytes 3 files changed, 350 insertions(+) create mode 100644 R/atoc_shapes.R diff --git a/R/atoc_shapes.R b/R/atoc_shapes.R new file mode 100644 index 0000000..d316774 --- /dev/null +++ b/R/atoc_shapes.R @@ -0,0 +1,347 @@ +#' Make shapes.txt for train GTFS +#' +#' @details +#' Uses a internal map of the UK rail network to build shapes.txt +#' +#' @param gtfs a gtfs object +#' @export +#' @return +#' Returns a gtfs object +#' +ATOC_shapes <- function(gtfs) { + trips <- gtfs$trips + routes <- gtfs$routes + stops <- gtfs$stops + stop_times <- gtfs$stop_times + + # Make Graph of Railway + # rail <- rail + rail_heavy <- rail_heavy + rail_heavy$type <- "rail" + # rail_light <- rail[rail$type == "light_rail", ] + wts <- c(1) + names(wts) <- as.character(unique(rail_heavy$type)) + #gc(verbose = TRUE) + graph <- dodgr::weight_streetnet(rail_heavy, type_col = "type", wt_profile = wts, id_col = "id") + + + # remove bus and boat routes + routes_rail <- routes[routes$route_type == 2, ] + trips_rail <- trips[trips$route_id %in% routes_rail$route_id, ] + rm(routes_rail, routes, trips) + stop_times_rail <- stop_times[stop_times$trip_id %in% trips_rail$trip_id, ] + rm(stop_times) + stops_rail <- stops[stops$stop_id %in% stop_times_rail$stop_id, ] + rm(stops) + + # Cleaning check, should be in earlier + stop_times_rail <- stop_times_rail[stop_times_rail$stop_id %in% stops_rail$stop_id, ] + + + # Make a unique set of stop pairs + pairs <- stop_times_rail[, c("trip_id", "stop_id")] + names(pairs) <- c("trip_id_from", "stop_id_from") + pairs$stop_id_to <- c(pairs$stop_id_from[2:length(pairs$stop_id_from)], NA) + pairs$trip_id_to <- c(pairs$trip_id_from[2:length(pairs$stop_id_from)], NA) + pairs <- pairs[pairs$trip_id_from == pairs$trip_id_to, ] + pairs <- pairs[, c("stop_id_from", "stop_id_to")] + pairs <- pairs[!is.na(pairs$stop_id_from), ] + pairs <- unique(pairs) + pairs$id <- od_id_szudzik(pairs$stop_id_from, pairs$stop_id_to) + pairs <- pairs[!duplicated(pairs$id), ] + + # Add Coordinates + stops_from <- stops_rail[match(pairs$stop_id_from, stops_rail$stop_id),] + stops_to <- stops_rail[match(pairs$stop_id_to, stops_rail$stop_id),] + stops_from <- stops_from[,c("stop_lat","stop_lon")] + stops_to <- stops_to[,c("stop_lat","stop_lon")] + names(stops_from) = c("from_lat","from_lon") + names(stops_to) = c("to_lat","to_lon") + + # match stops to graph + verts <- dodgr::dodgr_vertices(graph) + + # Route between pairs + message(paste0(Sys.time()," Starting routing")) + dp.list <- dodgr::dodgr_paths(graph, + from = stops_from, + to = stops_to, + pairwise = TRUE, quiet = TRUE + ) + message(paste0(Sys.time()," converting routes to GTFS format")) + + # Convert to Linestrings + dp.list <- unlist(dp.list, recursive = FALSE) + + path_to_sf <- function(dp, verts, simplify = FALSE) { + # Check for emplyr paths + if (length(dp) > 0) { + path <- verts[match(dp, verts$id), ] + path <- matrix(c(path$x, path$y), ncol = 2) + path <- sf::st_linestring(path) + + if (simplify) { + path <- sf::st_as_sfc(list(path), crs = 4326) + path <- sf::st_transform(path, 27700) + path <- sf::st_simplify(path, 5, preserveTopology = TRUE) + path <- sf::st_transform(path, 4326) + path <- path[[1]] + } + return(path) + } else { + return(NA) + } + } + + dp.list <- pbapply::pblapply(dp.list, path_to_sf, verts = verts) + dp.list <- unname(dp.list) + pairs$geometry <- sf::st_sfc(dp.list, crs = 4326) + rm(dp.list, verts) + pairs <- sf::st_as_sf(pairs) + + # Make pairs in opposite direction + pairs_opp <- pairs + names(pairs_opp) <- c("stop_id_to", "stop_id_from", "id", "geometry") + + invert_linestring <- function(x) { + x <- sf::st_coordinates(x) + x <- x[seq(nrow(x), 1), 1:2] + x <- sf::st_linestring(x) + } + + message(paste0(Sys.time()," Invert routes")) + pairs_opp$geometry <- pbapply::pblapply(pairs_opp$geometry, invert_linestring) + pairs_opp$geometry <- sf::st_as_sfc(pairs_opp$geometry, crs = 4326) + pairs_opp <- sf::st_as_sf(pairs_opp) + pairs_opp <- pairs_opp[, names(pairs)] + pairs <- rbind(pairs, pairs_opp) + rm(pairs_opp) + + #Simplify the lines + pairs <- sf::st_transform(pairs, 27700) + pairs <- sf::st_simplify(pairs, dTolerance = 10) + pairs <- sf::st_transform(pairs, 4326) + + # Identify unique trip chains + str <- dplyr::group_by(stop_times_rail, trip_id) + str <- dplyr::summarise(str, stop_chain = paste(stop_id, collapse = ",")) + str_uni <- str[!duplicated(str$stop_chain),] + + # Match station pairs back to + st_split <- stop_times_rail[stop_times_rail$trip_id %in% str_uni$trip_id,] + st_split$from <- c("foo", st_split$stop_id[seq(1, nrow(st_split) - 1)]) + st_split <- dplyr::left_join(st_split, pairs, by = c("from" = "stop_id_from", "stop_id" = "stop_id_to")) + st_split <- dplyr::group_split(st_split, st_split$trip_id, .keep = FALSE) + + message(paste0(Sys.time()," final formatting")) + rm(graph, pairs) + shape_res <- pbapply::pblapply(st_split, match_lines) + + str5 <- lapply(shape_res, `[[`, 2) + shapes <- lapply(shape_res, `[[`, 1) + rm(shape_res, st_split, trips_rail, stops_rail) + gc() + str5 <- dplyr::bind_rows(str5) + shapes <- dplyr::bind_rows(shapes) + names(shapes)[3] = "shape_id" + + # Match up with original stop_times + names(str_uni) <- c("shape_id","stop_chain") + str <- dplyr::left_join(str, str_uni, by = "stop_chain") + str$stop_chain <- NULL + + str5 <- str5[,c("trip_id","stop_id","stop_sequence","shape_dist_traveled")] + str5 <- dplyr::left_join(str, str5, by = c("shape_id" = "trip_id")) + + stop_times = dplyr::left_join(gtfs$stop_times, str5, + by = c("trip_id","stop_id","stop_sequence")) + gtfs$stop_times <- stop_times + gtfs$trips <- dplyr::left_join(gtfs$trips, str, by = "trip_id") + + gtfs$shapes <- shapes + + return(gtfs) +} + +# From stplanr +od_id_szudzik = function (x, y, ordermatters = FALSE) +{ + if (length(x) != length(y)) { + stop("x and y are not of equal length") + } + if (is(x, "factor")) { + x <- as.character(x) + } + if (is(y, "factor")) { + y <- as.character(y) + } + lvls <- unique(c(x, y)) + x <- as.integer(factor(x, levels = lvls)) + y <- as.integer(factor(y, levels = lvls)) + if (ordermatters) { + ismax <- x > y + stplanr.key <- (ismax * 1) * (x^2 + x + y) + ((!ismax) * + 1) * (y^2 + x) + } + else { + a <- ifelse(x > y, y, x) + b <- ifelse(x > y, x, y) + stplanr.key <- b^2 + a + } + return(stplanr.key) +} + +match_lines <- function(x) { + x <- sf::st_as_sf(x, crs = 4326) + x$length <- st_length_cheap(x) + x$shape_dist_traveled <- round(cumsum(x$length)) + + if (!sf::st_is_empty(x$geometry[1])) { + x$geometry[1] <- NULL + } + + if (nrow(x) > 2) { + #shapes <- sf::st_line_merge(sf::st_union(x$geometry)) + shapes <- as.data.frame(sf::st_coordinates(x)) + } else if (nrow(x) == 2) { + #shapes <- x$geometry[2] + shapes <- as.data.frame(sf::st_coordinates(x)) + } else { + stop("For trip ", x$trip_id[1], " unknown number of geometries") + } + + # if (length(shapes) > 1) { + # stop("For trip ", x$trip_id[1], " unable to construct a single line") + # } + #shapes <- as.data.frame(sf::st_coordinates(shapes)) + shapes <- shapes[!duplicated(shapes[,1:2]),] + + names(shapes) <- c("shape_pt_lon", "shape_pt_lat", "L1") + shapes <- shapes[, c("shape_pt_lon", "shape_pt_lat")] + shapes$trip_id <- x$trip_id[1] + shapes$shape_pt_sequence <- seq(1, nrow(shapes)) + shapes$dist <- geodist::geodist(shapes[,c("shape_pt_lon","shape_pt_lat")], + sequential = TRUE, pad = TRUE) + shapes$dist[1] <- 0 + shapes$shape_dist_traveled <- round(cumsum(shapes$dist),0) + shapes$dist <- NULL + + x <- sf::st_drop_geometry(x) + x <- x[, c( + "trip_id", "arrival_time", "departure_time", "stop_id", "stop_sequence", "pickup_type", + "drop_off_type", "shape_dist_traveled" + )] + + res <- list(shapes, x) + names(res) <- c("shapes", "stop_times") + return(res) +} + +st_length_cheap <- function(x){ + coords <- sf::st_coordinates(x) + coords <- coords[,c(1,2,ncol(coords))] + coords <- split(coords[,c(1,2)], coords[,3]) + + int_func <- function(y){ + y <- matrix(y, ncol = 2) + colnames(y) <- c("lon","lat") + dist <- geodist::geodist(y, sequential = TRUE) + return(sum(dist)) + } + + lgths <- vapply(coords, int_func, FUN.VALUE = 1) + if(length(lgths) != nrow(x)){ + lgths <- lgths[match(seq(1, nrow(x)),names(lgths))] + } + lgths <- unname(lgths) + lgths[is.na(lgths)] <- 0 + return(lgths) +} + + +## Testing Scripts +# check that all stations are near the rail network +#gtfs <- gtfs_read("C:/Users/malco/OneDrive - University of Leeds/Data/UK2GTFS/GTFS/gtfs_20200502/atoc_ttis627.zip") + +# stops <- gtfs$stops +# routes <- gtfs$routes +# trips <- gtfs$trips +# stop_times <- gtfs$stop_times +# routes <- routes[routes$route_type == 2, ] +# trips <- trips[trips$route_id %in% routes$route_id, ] +# stop_times <- stop_times[stop_times$trip_id %in% trips$trip_id, ] +# stops <- stops[stops$stop_id %in% unique(stop_times$stop_id),] +# +# track <- UK2GTFS::rail_heavy +# stops <- st_as_sf(stops, coords = c("stop_lon","stop_lat"), crs = 4326) +# track$type <- "rail" +# wts <- c(1) +# names(wts) <- as.character("rail") +# graph <- dodgr::weight_streetnet(track, type_col = "type", wt_profile = wts, id_col = "id") +# verts <- dodgr::dodgr_vertices(graph) +# stops <- cbind(st_drop_geometry(stops), st_coordinates(stops)) +# near <- RANN::nn2(data = verts[, c("x", "y")], query = stops[, c("X", "Y")], k = 1) +# stops$vert <- verts$id[near$nn.idx] +# stops$dist <- as.numeric(near$nn.dists) +# stops$vert[stops$dist > 1e-7] <- NA +# +# graph <- dodgr::dodgr_contract_graph(graph, verts = unique(stops$vert)) +# +# verts <- dodgr::dodgr_vertices(graph) +# near <- RANN::nn2(data = verts[, c("x", "y")], query = stops[, c("X", "Y")], k = 1) +# stops$vert <- verts$id[near$nn.idx] +# stops$dist <- as.numeric(near$nn.dists) +# stops$vert[stops$dist > 1e-7] <- NA +# +# +# # Make a unique set of stop pairs +# pairs <- stop_times[, c("trip_id", "stop_id")] +# names(pairs) <- c("trip_id_from", "stop_id_from") +# pairs$stop_id_to <- c(pairs$stop_id_from[2:length(pairs$stop_id_from)], NA) +# pairs$trip_id_to <- c(pairs$trip_id_from[2:length(pairs$stop_id_from)], NA) +# pairs <- pairs[pairs$trip_id_from == pairs$trip_id_to, ] +# pairs <- pairs[, c("stop_id_from", "stop_id_to")] +# pairs <- pairs[!is.na(pairs$stop_id_from), ] +# pairs <- unique(pairs) +# pairs$id <- od_id_szudzik(pairs$stop_id_from, pairs$stop_id_to) +# pairs <- pairs[!duplicated(pairs$id), ] +# +# # match stops to graph +# pairs <- dplyr::left_join(pairs[, c("stop_id_from", "stop_id_to")], +# stops[, c("stop_id", "vert")], +# by = c("stop_id_from" = "stop_id") +# ) +# names(pairs) <- c("stop_id_from", "stop_id_to", "vert_from") +# pairs <- dplyr::left_join(pairs, +# stops[, c("stop_id", "vert")], +# by = c("stop_id_to" = "stop_id") +# ) +# names(pairs) <- c("stop_id_from", "stop_id_to", "vert_from", "vert_to") +# +# pairs <- pairs[!is.na(pairs$vert_from),] +# pairs <- pairs[!is.na(pairs$vert_to),] +# +# +# # Route between pairs +# print(Sys.time()) +# dp.list <- dodgr::dodgr_paths(graph, +# from = pairs$vert_from, +# to = pairs$vert_to, +# pairwise = TRUE, quiet = FALSE +# ) +# print(Sys.time()) +# +# +# +# +# track_points <- st_cast(track, "POINT") +# near <- st_nn(stops, track_points, returnDist = TRUE) +# +# stops$dist <- unlist(near$dist) +# stops$near <- unlist(near$nn) +# qtm(track) + qtm(stops[stops$dist > 10,]) +# +# stops$geom2 <- track_points$geometry[stops$near] +# stops$geometry <- ifelse(stops$dist < 100, stops$geom2, stops$geometry) + + diff --git a/R/write_gtfs.R b/R/write_gtfs.R index 96c80b1..6e2e5d9 100644 --- a/R/write_gtfs.R +++ b/R/write_gtfs.R @@ -69,6 +69,9 @@ gtfs_write <- function(gtfs, if ("transfers" %in% names(gtfs)) { data.table::fwrite(gtfs$transfers, paste0(tempdir(), "/gtfs_temp/transfers.txt"), row.names = FALSE, quote = quote) } + if ("shapes" %in% names(gtfs)) { + data.table::fwrite(gtfs$shapes, paste0(tempdir(), "/gtfs_temp/shapes.txt"), row.names = FALSE, quote = quote) + } zip::zipr(paste0(folder, "/", name, ".zip"), list.files(paste0(tempdir(), "/gtfs_temp"), full.names = TRUE), recurse = FALSE) unlink(paste0(tempdir(), "/gtfs_temp"), recursive = TRUE) message(paste0(folder, "/", name, ".zip")) diff --git a/data/rail_heavy.rda b/data/rail_heavy.rda index 556b8b693fc5661f8985492a74d6114327d4beba..1bc5c5c331d0a0790d7ab271e0400dd2f773ca42 100644 GIT binary patch delta 690861 zcmYhh2Ut_V5;h!~0*Z7*kuF_&6A=hV??{u9(0h}TM2HwVNEHD=n)F_z1_(h=iu5Km zBp@9^5|t9M{&?^GzVF}X%J*wXH>>Dwfg zkzyvZAmZmcbqXMW0ssK?Q^s^hoDU&w?fZzT(oNr~qAr-1RfzxqWfY_8MIXR5{rEpD 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