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GDAL Error 1: Too many features have accumulated in lines layer. Use OGR_INTERLEAVED_READING=YES mode #12
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The problem does not exist for very small pbf files: library(geofabric)
get_geofabric("Comores")
#> Downloading http://download.geofabrik.de/africa/comores-latest.osm.pbf to
#> /tmp/RtmpYvIA3r/Comores.osm.pbf
#> Old attributes: attributes=name,highway,waterway,aerialway,barrier,man_made
#> New attributes: attributes=name,highway,waterway,aerialway,barrier,man_made,maxspeed,oneway,building,surface,landuse,natural,start_date,wall,service,lanes,layer,tracktype,bridge,foot,bicycle,lit,railway,footway
#> Using ini file that can can be edited with file.edit(/tmp/RtmpYvIA3r/ini_new.ini)
get_geofabric("Comores", layer = "points")
#> Data already detected in /tmp/RtmpYvIA3r/Comores.osm.pbf
#> Old attributes: attributes=name,barrier,highway,ref,address,is_in,place,man_made
#> New attributes: attributes=name,barrier,highway,ref,address,is_in,place,man_made,building,natural,surface,source,power,amenity,shop,operator
#> Using ini file that can can be edited with file.edit(/tmp/RtmpYvIA3r/ini_new.ini) Created on 2019-10-08 by the reprex package (v0.3.0) |
Yes it seems to be exclusively an issue with giant pbfs. I found this GDAL issue but not sure if it's the same thing: |
I don't think so since in that issue the OP simply solved his problems with a new version of the .pbf file. In my opinion in this case the questions is: "How to set Use OGR_INTERLEAVED_READING=YES mode"? I tried with |
Agreed, I can reproduce the problem: devtools::install_github("itsleeds/geofabric")
library(geofabric)
library(sf)
res = get_geofabric("west yorkshire")
resp = get_geofabric("west yorkshire", layer = "points")
f = file.path(tempdir(), "west yorkshire.osm.pbf")
sf::st_read(f, layer = "points", options = "OGR_INTERLEAVED_READING=YES")
nrow(resp) |
Seems the results are OK and that the OSM driver simply does not have the interleaved option. Another reprex: devtools::install_github("itsleeds/geofabric")
#> Skipping install of 'geofabric' from a github remote, the SHA1 (54b35d73) has not changed since last install.
#> Use `force = TRUE` to force installation
library(geofabric)
library(sf)
#> Linking to GEOS 3.7.1, GDAL 2.4.2, PROJ 5.2.0
res = get_geofabric("west yorkshire")
#> No exact matching geofabric zone. Best match is West Yorkshire (28.7 MB)
#> Downloading http://download.geofabrik.de/europe/great-britain/england/west-yorkshire-latest.osm.pbf to
#> /tmp/RtmpZv7nDk/west yorkshire.osm.pbf
#> Old attributes: attributes=name,highway,waterway,aerialway,barrier,man_made
#> New attributes: attributes=name,highway,waterway,aerialway,barrier,man_made,maxspeed,oneway,building,surface,landuse,natural,start_date,wall,service,lanes,layer,tracktype,bridge,foot,bicycle,lit,railway,footway
#> Using ini file that can can be edited with file.edit(/tmp/RtmpZv7nDk/ini_new.ini)
resp = get_geofabric("west yorkshire", layer = "points")
#> No exact matching geofabric zone. Best match is West Yorkshire (28.7 MB)
#> Data already detected in /tmp/RtmpZv7nDk/west yorkshire.osm.pbf
#> Old attributes: attributes=name,barrier,highway,ref,address,is_in,place,man_made
#> New attributes: attributes=name,barrier,highway,ref,address,is_in,place,man_made,building,natural,surface,source,power,amenity,shop,operator
#> Using ini file that can can be edited with file.edit(/tmp/RtmpZv7nDk/ini_new.ini)
#> Warning in CPL_read_ogr(dsn, layer, query, as.character(options), quiet, :
#> GDAL Error 1: Too many features have accumulated in lines layer. Use
#> OGR_INTERLEAVED_READING=YES mode
nrow(resp)
#> [1] 72897
f = file.path(tempdir(), "west yorkshire.osm.pbf")
resp = sf::st_read(f, layer = "points", options = "OGR_INTERLEAVED_READING='YES'")
#> options: OGR_INTERLEAVED_READING='YES'
#> Warning in CPL_read_ogr(dsn, layer, query, as.character(options),
#> quiet, : GDAL Message 6: driver OSM does not support open option
#> OGR_INTERLEAVED_READING
#> Reading layer `points' from data source `/tmp/RtmpZv7nDk/west yorkshire.osm.pbf' using driver `OSM'
#> Warning in CPL_read_ogr(dsn, layer, query, as.character(options), quiet, :
#> GDAL Error 1: Too many features have accumulated in lines layer. Use
#> OGR_INTERLEAVED_READING=YES mode
#> Simple feature collection with 72897 features and 10 fields
#> geometry type: POINT
#> dimension: XY
#> bbox: xmin: -2.326617 ymin: 53.3142 xmax: -1.039338 ymax: 54.03102
#> epsg (SRID): 4326
#> proj4string: +proj=longlat +datum=WGS84 +no_defs
resp
#> Simple feature collection with 72897 features and 10 fields
#> geometry type: POINT
#> dimension: XY
#> bbox: xmin: -2.326617 ymin: 53.3142 xmax: -1.039338 ymax: 54.03102
#> epsg (SRID): 4326
#> proj4string: +proj=longlat +datum=WGS84 +no_defs
#> First 10 features:
#> osm_id name barrier highway ref address is_in place
#> 1 154941 Flushdyke <NA> motorway_junction 40 <NA> <NA> <NA>
#> 2 154962 Bramham <NA> motorway_junction 44 <NA> <NA> <NA>
#> 3 155014 Belle Isle <NA> motorway_junction 43 <NA> <NA> <NA>
#> 4 155023 Lofthouse <NA> motorway_junction 42 <NA> <NA> <NA>
#> 5 155035 Lofthouse <NA> motorway_junction 42 <NA> <NA> <NA>
#> 6 318787 Haigh <NA> motorway_junction 38 <NA> <NA> <NA>
#> 7 319339 Rothwell Haigh <NA> motorway_junction 44 <NA> <NA> <NA>
#> 8 319387 East Leeds <NA> motorway_junction 45 <NA> <NA> <NA>
#> 9 319577 Austhorpe <NA> motorway_junction 46 <NA> <NA> <NA>
#> 10 319599 Hook Moor <NA> motorway_junction 43 <NA> <NA> <NA>
#> man_made other_tags geometry
#> 1 <NA> <NA> POINT (-1.55581 53.68734)
#> 2 <NA> "name:signed"=>"no" POINT (-1.34293 53.84462)
#> 3 <NA> <NA> POINT (-1.517335 53.74997)
#> 4 <NA> <NA> POINT (-1.514124 53.74169)
#> 5 <NA> <NA> POINT (-1.516511 53.72566)
#> 6 <NA> <NA> POINT (-1.552209 53.60796)
#> 7 <NA> <NA> POINT (-1.499099 53.76189)
#> 8 <NA> <NA> POINT (-1.477767 53.77228)
#> 9 <NA> <NA> POINT (-1.414489 53.79955)
#> 10 <NA> <NA> POINT (-1.338989 53.81439)
nrow(resp)
#> [1] 72897 |
Hi! Following the discussion in r-spatial/sf#1213 I tried to create some tests to find the best way to read .osm.pbf file. # packages
library(sf)
#> Linking to GEOS 3.6.1, GDAL 2.2.3, PROJ 4.9.3
# download data
download.file("https://download.geofabrik.de/europe/great-britain/england/isle-of-wight-latest.osm.pbf", "isle-of-wight-latest.osm.pbf", mode = "wb")
download.file("https://download.geofabrik.de/europe/great-britain/england/greater-london-latest.osm.pbf", "greater-london-latest.osm.pbf", mode = "wb")
download.file("https://download.geofabrik.de/europe/italy/nord-ovest-latest.osm.pbf", "nord-ovest-latest.osm.pbf", mode = "wb")
# test import from osm.pbf
read_from_osb_pbf <- function(path) {
st_read(path, layer = "lines", quiet = TRUE)
}
# test import from gpkg
read_from_gpkg <- function(path) {
gpkg_file <- paste0(tempfile(), ".gpkg")
gdal_utils(
util = "vectortranslate",
source = path,
destination = gpkg_file,
options = c("-f", "GPKG", "lines")
)
res <- st_read(gpkg_file, quiet = TRUE)
names(res)[which(names(res) == "geom")] <- "geometry"
st_geometry(res) <- "geometry"
res
}
# benchmarks
timings <- bench::mark(
pbf = read_from_osb_pbf("isle-of-wight-latest.osm.pbf"),
gpkg = read_from_gpkg("isle-of-wight-latest.osm.pbf"),
iterations = 25
)
#> Warning: Some expressions had a GC in every iteration; so filtering is disabled.
timings
#> # A tibble: 2 x 6
#> expression min median `itr/sec` mem_alloc `gc/sec`
#> <bch:expr> <bch:tm> <bch:tm> <dbl> <bch:byt> <dbl>
#> 1 pbf 4.94s 5.09s 0.196 37.7MB 0.807
#> 2 gpkg 3.62s 3.86s 0.259 36.6MB 1.08 IMO It's quite clear that, from this testings, gpkg approach is better. My main concern is that the creation of a new gpkg file can be a problem for bigger .osm.pbf file. For example path <- "nord-ovest-latest.osm.pbf"
gpkg_file <- paste0(tempfile(), ".gpkg")
system.time({
gdal_utils(
util = "vectortranslate",
source = path,
destination = gpkg_file,
options = c("-f", "GPKG", "lines")
)
})
#> user system elapsed
#> 126.30 76.83 204.33
file.size(path) / 1.049e+6 # in MB
#> [1] 378.5979
file.size(gpkg_file) / 1.049e+6 # in MB
#> [1] 643.4351 Now the problem is how to compare pbf and gpkg approaches for bigger file size since none of the followings work st_read("greater-london-latest.osm.pbf", layer = "lines")
#> Reading layer `lines' from data source `C:\Users\Utente\AppData\Local\Temp\Rtmp4IRONJ\reprex3b052bc5fd0\greater-london-latest.osm.pbf' using driver `OSM'
#> Warning in CPL_read_ogr(dsn, layer, query, as.character(options), quiet, :
#> GDAL Error 1: Too many features have accumulated in points layer. Use
#> OGR_INTERLEAVED_READING=YES mode
#> Simple feature collection with 62773 features and 9 fields
#> geometry type: LINESTRING
#> dimension: XY
#> bbox: xmin: -0.6124681 ymin: 51.2822 xmax: 0.3760979 ymax: 51.78736
#> epsg (SRID): 4326
#> proj4string: +proj=longlat +datum=WGS84 +no_defs
st_read("greater-london-latest.osm.pbf", layer = "lines", options = c("INTERLEAVED_READING=YES"))
#> options: INTERLEAVED_READING=YES
#> Reading layer `lines' from data source `C:\Users\Utente\AppData\Local\Temp\Rtmp4IRONJ\reprex3b052bc5fd0\greater-london-latest.osm.pbf' using driver `OSM'
#> Simple feature collection with 0 features and 9 fields
#> bbox: xmin: NA ymin: NA xmax: NA ymax: NA
#> epsg (SRID): 4326
#> proj4string: +proj=longlat +datum=WGS84 +no_defs and if I manually add to my system the OGR_INTERLEAVED_READING variable default to YES then I get the same output as before, i.e. no feature is being read. The following works. read_from_gpkg("greater-london-latest.osm.pbf")
#> Simple feature collection with 352555 features and 9 fields
#> geometry type: LINESTRING
#> dimension: XY
#> bbox: xmin: -0.6124681 ymin: 51.22684 xmax: 0.399669 ymax: 51.78736
#> epsg (SRID): 4326
#> proj4string: +proj=longlat +datum=WGS84 +no_defs
#> First 10 features:
#> osm_id name highway waterway aerialway barrier man_made
#> 1 73 Ballards Lane primary <NA> <NA> <NA> <NA>
#> 2 74 Ballards Lane primary <NA> <NA> <NA> <NA>
#> 3 75 High Road primary <NA> <NA> <NA> <NA>
#> 4 79 East End Road primary <NA> <NA> <NA> <NA>
#> 5 482 Cockfosters Road primary <NA> <NA> <NA> <NA>
#> 6 488 Western Way residential <NA> <NA> <NA> <NA>
#> 7 489 The Linkway residential <NA> <NA> <NA> <NA>
#> 8 490 Sherrards Way residential <NA> <NA> <NA> <NA>
#> 9 491 Grasvenor Avenue residential <NA> <NA> <NA> <NA>
#> 10 1200 Hanger Lane trunk <NA> <NA> <NA> <NA>
#> z_order
#> 1 7
#> 2 7
#> 3 7
#> 4 7
#> 5 7
#> 6 3
#> 7 3
#> 8 3
#> 9 3
#> 10 8
#> other_tags
#> 1 "abutters"=>"mixed","lit"=>"yes","maxspeed"=>"30 mph","oneway"=>"yes","ref"=>"A598","surface"=>"asphalt"
#> 2 "abutters"=>"retail","lit"=>"yes","maxspeed"=>"30 mph","ref"=>"A598","sidewalk"=>"right","surface"=>"asphalt"
#> 3 "lit"=>"yes","ref"=>"A1000","abutters"=>"retail","maxspeed"=>"30 mph"
#> 4 "lit"=>"yes","maxspeed"=>"30 mph","ref"=>"A504"
#> 5 "lit"=>"yes","maxspeed"=>"30 mph","ref"=>"A111"
#> 6 "abutters"=>"residential","lit"=>"yes","maxspeed"=>"30 mph","maxspeed:proposed"=>"20 mph"
#> 7 "abutters"=>"residential","lit"=>"yes","maxspeed"=>"30 mph","maxspeed:proposed"=>"20 mph","postal_code"=>"EN5 2BX","surface"=>"asphalt"
#> 8 "abutters"=>"residential","lit"=>"yes","maxspeed"=>"30 mph","maxspeed:proposed"=>"20 mph","surface"=>"asphalt"
#> 9 "abutters"=>"residential","lit"=>"yes","maxspeed"=>"30 mph","maxspeed:proposed"=>"20 mph","surface"=>"asphalt"
#> 10 "cycleway"=>"track","lanes"=>"2","lit"=>"yes","maxspeed"=>"40 mph","maxspeed:enforcement"=>"average","not:name"=>"Hangar Lane (North Circular Road)","oneway"=>"no","operator"=>"Transport for London","ref"=>"A406","sidewalk"=>"both"
#> geometry
#> 1 LINESTRING (-0.1778849 51.6...
#> 2 LINESTRING (-0.193124 51.60...
#> 3 LINESTRING (-0.1767883 51.6...
#> 4 LINESTRING (-0.1979855 51.5...
#> 5 LINESTRING (-0.1607372 51.6...
#> 6 LINESTRING (-0.1886468 51.6...
#> 7 LINESTRING (-0.1883204 51.6...
#> 8 LINESTRING (-0.1896293 51.6...
#> 9 LINESTRING (-0.1892364 51.6...
#> 10 LINESTRING (-0.291608 51.51... but I cannot compare it to the other option. Still, I think it's quite an extreme case to use much bigger pbf file than these examples so I think it's safe to assume that we should implement the gpkg approach. Created on 2019-12-14 by the reprex package (v0.3.0) |
Great summary @agila5, thanks for the detailed summary of pros (and cons?) of the gpkg approach. As far as I can see the only con is that gpkg files can be huge, right? Not such a big problem if you have a big computer 😺 impressive that your read-in all the roads for London on a laptop at all, let alone in an acceptable amount of time (how long did it take?). |
Just testing read-in times on my coputer now. |
Result: 12 seconds to read-in all of London. Not bad... library(geofabric)
library(sf)
#> Linking to GEOS 3.8.0, GDAL 3.0.2, PROJ 6.2.1
f = geofabric::gf_filename("Greater London")
file.exists(f)
#> [1] TRUE
file.copy(f, ".")
#> [1] TRUE
path = "Greater London.osm.pbf"
read_from_gpkg <- function(path) {
gpkg_file <- paste0(tempfile(), ".gpkg")
gdal_utils(
util = "vectortranslate",
source = path,
destination = gpkg_file,
options = c("-f", "GPKG", "lines")
)
res <- st_read(gpkg_file, quiet = TRUE)
names(res)[which(names(res) == "geom")] <- "geometry"
st_geometry(res) <- "geometry"
res
}
system.time({london = get_geofabric("Greater London")})
#> Data already detected in ~/hd/data/osm/Greater London.osm.pbf
#> Old attributes: attributes=name,highway,waterway,aerialway,barrier,man_made
#> New attributes: attributes=name,highway,waterway,aerialway,barrier,man_made,maxspeed,oneway,building,surface,landuse,natural,start_date,wall,service,lanes,layer,tracktype,bridge,foot,bicycle,lit,railway,footway
#> Using ini file that can can be edited with file.edit(/tmp/RtmpiDxFrZ/ini_new.ini)
#> Warning in CPL_read_ogr(dsn, layer, query, as.character(options), quiet, :
#> GDAL Error 1: Too many features have accumulated in points layer. Use
#> OGR_INTERLEAVED_READING=YES mode
#> user system elapsed
#> 2.927 0.285 3.133
system.time({london = read_from_gpkg("Greater London.osm.pbf")})
#> user system elapsed
#> 12.277 0.723 12.605 Created on 2019-12-14 by the reprex package (v0.3.0) |
I think I found a problem with the gpkg approach. For example # download data
rutland <- download.file(
url = "http://download.geofabrik.de/europe/great-britain/england/rutland-latest.osm.pbf",
destfile = "rutland-latest.osm.pbf",
mode = "wb"
)
# create the ini_file
my_ini_file <- paste0(tempfile(), ".ini")
writeLines(
text = geofabric::make_ini_attributes(c("maxspeed", "oneway", "lanes"), layer = "lines", append = TRUE),
con = my_ini_file
)
#> Old attributes: attributes=name,highway,waterway,aerialway,barrier,man_made
#> New attributes: attributes=name,highway,waterway,aerialway,barrier,man_made,maxspeed,oneway,lanes
# read as .osm.pbf
sf::st_read("rutland-latest.osm.pbf", layer = "lines", options = paste0("CONFIG_FILE=", my_ini_file))
#> options: CONFIG_FILE=/tmp/RtmpV4dKBl/file4b6371112665.ini
#> Reading layer `lines' from data source `/tmp/RtmphU4r4K/reprex4524395caa51/rutland-latest.osm.pbf' using driver `OSM'
#> Simple feature collection with 6987 features and 12 fields
#> geometry type: LINESTRING
#> dimension: XY
#> bbox: xmin: -0.8754549 ymin: 52.21852 xmax: -0.2619499 ymax: 53.22897
#> epsg (SRID): 4326
#> proj4string: +proj=longlat +datum=WGS84 +no_defs There are 12 columns as expected, i.e. the 9 default fields (6 + osm_id + z_value + geom) and the 3 additional fields. # transform as gpkg and read that gpkg file. Set the same CONFIG_FILE option.
my_gpkg_file <- paste0(tempfile(), ".gpkg")
sf::gdal_utils(
util = "vectortranslate",
source = "rutland-latest.osm.pbf",
destination = my_gpkg_file,
options = c("-f", "GPKG", "-oo", paste0("CONFIG_FILE=", my_ini_file), "lines")
)
sf::st_read(my_gpkg_file, layer = "lines")
#> Reading layer `lines' from data source `/tmp/RtmpV4dKBl/file4b636ebbf131.gpkg' using driver `GPKG'
#> Simple feature collection with 6987 features and 9 fields
#> geometry type: LINESTRING
#> dimension: XY
#> bbox: xmin: -0.8754549 ymin: 52.21852 xmax: -0.2619499 ymax: 53.22897
#> epsg (SRID): 4326
#> proj4string: +proj=longlat +datum=WGS84 +no_defs Created on 2020-01-06 by the reprex package (v0.3.0) In the gpkg approach there are only 9 attributes. How can we add the additional attributes? I used the "-oo" parameter because I read here that it should be used to set open options for the input dataset (like CONFIG_FILE). |
Hey @agila5 (and happy NY via GH : ) well spotted. My first response is 🤦♂ , my second Not sure what the best way forward is now? I suggest a question on https://gis.stackexchange.com/ |
Ahahhaha, happy NY 🚀
I will post a new question tomorrow! |
@agila5 you may not need to, see OSGeo/gdal#2100 |
Update, I still cannot work out how to do it from sf. This fails:
I suspect an issue in Heads-up @edzer, were're trying to work out how to do this from sf:
|
have you tried to add option |
Hi @edzer and thank you for your help. I created the following reprex that should show my doubts: rutland <- download.file(
url = "http://download.geofabrik.de/europe/great-britain/england/rutland-latest.osm.pbf",
destfile = "rutland-latest.osm.pbf",
mode = "wb"
)
my_ini_file <- paste0(tempfile(), ".ini")
writeLines(
text = geofabric::make_ini_attributes(c("maxspeed", "oneway", "lanes"), layer = "lines", append = TRUE),
con = my_ini_file
)
#> Old attributes: attributes=name,highway,waterway,aerialway,barrier,man_made
#> New attributes: attributes=name,highway,waterway,aerialway,barrier,man_made,maxspeed,oneway,lanes
# works since there are 12 fields
sf::st_read("rutland-latest.osm.pbf", layer = "lines", options = paste0("CONFIG_FILE=", my_ini_file))
#> options: CONFIG_FILE=/tmp/Rtmp8fdjka/file323d1c80a035.ini
#> Reading layer `lines' from data source `/tmp/Rtmp04PdXF/reprex30fd402197d5/rutland-latest.osm.pbf' using driver `OSM'
#> Simple feature collection with 6987 features and 12 fields
#> geometry type: LINESTRING
#> dimension: XY
#> bbox: xmin: -0.8754549 ymin: 52.21852 xmax: -0.2619499 ymax: 53.22897
#> epsg (SRID): 4326
#> proj4string: +proj=longlat +datum=WGS84 +no_defs
my_gpkg_file <- paste0(tempfile(), ".gpkg")
sf::gdal_utils(
util = "vectortranslate",
source = "rutland-latest.osm.pbf",
destination = my_gpkg_file,
options = c("-f", "GPKG", "-oo", paste0("CONFIG_FILE=", my_ini_file), "lines")
)
# doesn't work since there are 9 fields missing
sf::st_read(my_gpkg_file)
#> Reading layer `lines' from data source `/tmp/Rtmp8fdjka/file323d15106884.gpkg' using driver `GPKG'
#> Simple feature collection with 6987 features and 9 fields
#> geometry type: LINESTRING
#> dimension: XY
#> bbox: xmin: -0.8754549 ymin: 52.21852 xmax: -0.2619499 ymax: 53.22897
#> epsg (SRID): 4326
#> proj4string: +proj=longlat +datum=WGS84 +no_defs
system(paste0("ogr2ogr -f GPKG -oo CONFIG_FILE=", my_ini_file, " test.gpkg rutland-latest.osm.pbf lines"))
# works since there are 12 fields
sf::st_read("test.gpkg")
#> Reading layer `lines' from data source `/tmp/Rtmp04PdXF/reprex30fd402197d5/test.gpkg' using driver `GPKG'
#> Simple feature collection with 6987 features and 12 fields
#> geometry type: LINESTRING
#> dimension: XY
#> bbox: xmin: -0.8754549 ymin: 52.21852 xmax: -0.2619499 ymax: 53.22897
#> epsg (SRID): 4326
#> proj4string: +proj=longlat +datum=WGS84 +no_defs Created on 2020-01-06 by the reprex package (v0.3.0) I don't understand what's the difference between the options provided to
I added |
You're right, the options following |
I just tested it with the same example as in the previous comment and it works, many thanks @edzer. |
In the last weeks I think I solved the problem we had reading pbf files creating ad-hoc functions for translation of pbf formato into gpkg format and reading of gpkg format. I didn't push anything to the package repo because I'm still not sure about a few things but if you are working on geofabric during these days I can create a PR later in the afternoon so we discuss a few ideas there. |
Great thanks for the update, sounds like great progress Andrea. Yes please do put in a PR, will be great to have this issue solved! |
Fixed with the new approach following the previous suggestions |
Reprex of the error:
Created on 2019-10-08 by the reprex package (v0.3.0)
Probably I'm missing something, but I'm not sure why it returns
Too many features have accumulated in lines layer
even if I setlayer = "points"
. Anyway I tried added theOGR_INTERLEAVED_READING=YES
option tost_read
but with no success:Then I read here some details on that error and here that the appropriate open option is called INTERLEAVED_READING but that doesn't work either:
Created on 2019-10-08 by the reprex package (v0.3.0)
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