Routing APIs
In hereR: 'sf'-Based Interface to the 'HERE' REST APIs

knitr::opts_chunk$set(
  collapse = TRUE,
  comment = "#>"
)
library(hereR)

if (requireNamespace("mapview", quietly = TRUE)) {
  mapview::mapviewOptions(
    fgb = FALSE,
    vector.palette = colorRampPalette(
      c("#000004FF", "#420A68FF", "#932667FF", "#DD513AFF", "#FCA50AFF", "#FCFFA4FF")
    )
  )
}

routes <- hereR:::example$route
mat <- hereR:::example$route_matrix
iso <- hereR:::example$isoline

origin <- poi[1:2, ]
destination <- poi[3:4, ]

Routing directions between locations, travel distance or time origin-destination matrices and isolines for points of interest (POIs) based on the 'HERE Routing', 'HERE Matrix Routing' and 'HERE Isoline Routing' APIs.

Routing directions

In order to calculate route geometries (LINESTRING) between pairs of points using the 'HERE Routing API' the function route() is used. The function takes origin and destination locations as sf objects containing geometries of type POINT as input. Routes can be created for various transport modes, as for example car or public transport. Optionally the current or predicted traffic information is considered. For routes using the transport mode "car" a vehicle type can be specified, to obtain an estimate of the energy consumption on the routes.

origin <- poi[1:2, ]
destination <- poi[3:4, ]
routes <- route(
  origin = origin,
  destination = destination
)

knitr::kable(head(as.data.frame(routes)[, colnames(routes) != "geometry"]), format = "html")

Construct a route label and print the routes on an interactive leaflet map:

routes$label <- paste(origin$city[routes$id],
  destination$city[routes$id],
  sep = " - "
)

if (requireNamespace("mapview", quietly = TRUE)) {
  mapview::mapview(routes,
    zcol = "label",
    layer.name = "Route [O-D]",
    map.types = c("Esri.WorldTopoMap"),
    homebutton = FALSE
  )
}

Matrix routing

The function route_matrix() calculates a matrix of route summaries between given POIs. The function takes origin and destination locations as sf objects containing geometries of type POINT as input. If only one sf object is provided as origin an origin-destination matrix, which covers all route combinations, is constructed. Various transport modes and current or predicted traffic information are supported. The requested matrix is split into (sub-)matrices of dimension 15x100 in order to use the maximum allowed matrix size per request. Thereby the number of overall needed requests is minimized. The return value of the function route_matrix is one route summary matrix, that fits the order of the provided POIs: orig_id, dest_id.

# From - to
mat <- route_matrix(
  origin = poi[1:2, ],
  destination = poi[3:4, ]
)

# Construct O-D matrix (all routes between the POIs)
mat <- route_matrix(
  origin = poi
)

Print the first 10 rows of the matrix table, created from the POIs above, where the distance is in meters, the travel time in seconds and the consumption in cost factor units:

knitr::kable(head(mat, 10), format = "html")

Isoline routing

Isolines are constructed by the function isoline(). The calculated polygons (POLYGON or MULTIPOLYGON) connect the end points of all routes leaving from defined centers (POIs) with either a specified length (isodistance), a specified travel time (isochrone) or consumption (isoconsumption), whereby time is measured in seconds, distance in meters and consumption. By default the aggregate parameter is set to TRUE, which means that the isoline polygons are intersected and the minimum range value (time, distance or consumption) is taken in all intersecting areas, then the polygons are aggregated to polygons of geometry type MULTIPOLYGON. Thereby overlapping isolines are avoided.

iso <- isoline(
  poi,
  range = seq(5, 30, 5) * 60,
  range_type = "time",
  routing_mode = "fast",
  transport_mode = "car",
  aggregate = TRUE,
  traffic = FALSE
)

Convert range from seconds to minutes and print the aggregated isolines on an interactive leaflet map:

iso$minutes <- iso$range / 60

if (requireNamespace("mapview", quietly = TRUE)) {
  mapview::mapview(iso,
    zcol = "minutes",
    layer.name = "Isoline [min]",
    alpha = 0,
    map.types = c("Esri.WorldTopoMap"),
    homebutton = FALSE
  )
}