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Can't make add_arc_layer work about rdeck HOT 2 CLOSED

qfes avatar qfes commented on June 11, 2024
Can't make add_arc_layer work

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Comments (2)

anthonynorth avatar anthonynorth commented on June 11, 2024

origin_position and dest_position are the same sfc_column (st_as_sf.sf(x) == x https://github.com/r-spatial/sf/blob/master/R/sf.R#L69).
Try this:

library(nycflights13)
library(dplyr)
library(rdeck)
library(sf)
library(viridis)

flights_lon_lat <-
  flights %>%
  left_join(airports,
    by = c("origin" = "faa"),
  ) %>%
  left_join(airports,
    by = c("dest" = "faa"),
    suffix = c("_origin", "_dest")
  ) %>%
  mutate(
    origin_position = sfc_point(lon_origin, lat_origin),
    dest_position = sfc_point(lon_dest, lat_dest)
  )

rdeck() %>%
  add_arc_layer(
    data = flights_lon_lat,
    get_source_position = origin_position,
    get_target_position = dest_position,
    get_source_color = scale_color_linear(
      distance,
      viridis(12)
    ),
    get_target_color = scale_color_linear(
      distance,
      viridis(12)
    ),
    get_height = scale_linear(
      distance
    ),
    get_width = 10,
    great_circle = TRUE,
    blending_mode = "additive"
  )

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anthonynorth avatar anthonynorth commented on June 11, 2024

That data also has many records per arc, hence the terrible performance (and pure white arcs with additive blending). This looks pretty good:

library(nycflights13)
library(dplyr)
library(rdeck)
library(sf)
library(viridis)

flights_lon_lat <-
  flights %>%
  left_join(airports,
    by = c("origin" = "faa"),
  ) %>%
  left_join(airports,
    by = c("dest" = "faa"),
    suffix = c("_origin", "_dest")
  ) %>%
  group_by(
    lon_origin,
    lat_origin,
    lon_dest,
    lat_dest,
    distance
  ) %>%
  summarise(count = n(), .groups = "drop") %>%
  mutate(
    origin_position = sfc_point(lon_origin, lat_origin),
    dest_position = sfc_point(lon_dest, lat_dest)
  )

rdeck() %>%
  add_arc_layer(
    data = flights_lon_lat,
    get_source_position = origin_position,
    get_target_position = dest_position,
    get_source_color = scale_color_linear(
      distance,
      viridis(12)
    ),
    get_target_color = scale_color_linear(
      distance,
      viridis(12)
    ),
    get_height = scale_linear(
      distance
    ),
    get_width = 1,
    great_circle = TRUE,
    blending_mode = "additive"
  )

from rdeck.

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