Error in `[.data.frame`(data, c("x", "y", "size", "colour", "linetype")) : undefined columns selected
kdizzard opened this issue · comments
I'm getting the folowing error that I can't work around or find help on:
ggplot() +
- geom_spatraster_contour(
-
data = elevation, binwidth = 250, -
alpha = 0.7, color = "black" - ) +
- coord_sf(expand = FALSE)
SpatRaster resampled to ncells = 501184
Error in[.data.frame(data, c("x", "y", "size", "colour", "linetype")) :
undefined columns selected
I'm using an elevation raster:
elevation
class : SpatRaster
dimensions : 4296, 3687, 1 (nrow, ncol, nlyr)
resolution : 25, 25 (x, y)
extent : 1488688, 1580863, 466187.5, 573587.5 (xmin, xmax, ymin, ymax)
coord. ref. : NAD83 / BC Albers
source : tsa02_elev25m.tif
name : tsa02_elev25m
min value : 434
max value : 2412
when I run the following it runs w/o issue:
ggplot() +
- geom_spatraster(data = elevation) +
- scale_fill_whitebox_c(
-
palette = "muted", -
na.value = NA, -
name = "elevation (m)" - )+
- labs(
-
title = "Elevation", -
subtitle = "Boundary TSA" - )+
- coord_sf(datum = pull_crs(elevation)) +
- theme_bw()
SpatRaster resampled to ncells = 501184
Would it be possible that you share the raster file (tsa02_elev25m.tif I guess)?
https://www.for.gov.bc.ca/ftp/HTS/external/outgoing/kelly/
let me know if you have any problems accessing the site
Cheers
From: Diego H. ***@***.***>
Sent: December 29, 2022 2:32 AM
To: dieghernan/tidyterra ***@***.***>
Cc: Izzard, Kelly D FOR:EX ***@***.***>; Author ***@***.***>
Subject: Re: [dieghernan/tidyterra] Error in `[.data.frame`(data, c("x", "y", "size", "colour", "linetype")) : undefined columns selected (Issue #67)
[EXTERNAL] This email came from an external source. Only open attachments or links that you are expecting from a known sender.
Would it be possible that you share the raster file (tsa02_elev25m.tif I guess)
—
Reply to this email directly, view it on GitHub<https://can01.safelinks.protection.outlook.com/?url=https%3A%2F%2Fgithub.com%2Fdieghernan%2Ftidyterra%2Fissues%2F67%23issuecomment-1367222559&data=05%7C01%7Ckelly.izzard%40gov.bc.ca%7Cb09ab8b00a3b4f5f6bd608dae987ee43%7C6fdb52003d0d4a8ab036d3685e359adc%7C0%7C0%7C638079067267458439%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C3000%7C%7C%7C&sdata=2TaY2aaZRyMJp%2F8iPolxwfYglUJuwRL6DOFU8WH0s40%3D&reserved=0>, or unsubscribe<https://can01.safelinks.protection.outlook.com/?url=https%3A%2F%2Fgithub.com%2Fnotifications%2Funsubscribe-auth%2FAMH6CSUPTLTWLEVAMXE45BDWPVSCJANCNFSM6AAAAAATLVSXZU&data=05%7C01%7Ckelly.izzard%40gov.bc.ca%7Cb09ab8b00a3b4f5f6bd608dae987ee43%7C6fdb52003d0d4a8ab036d3685e359adc%7C0%7C0%7C638079067267458439%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C3000%7C%7C%7C&sdata=FVEKKwIyCjF0ena7592H5W5HedJnu3TSJFoeCptIOw4%3D&reserved=0>.
You are receiving this because you authored the thread.Message ID: ***@***.******@***.***>>
Thanks, I’ll have a look when I can, in the meantime you can try with a pure ggplot2 approach (need latest CRAN tidyterra release, v0.3.1) leveraging on the fortify method added on that version:
https://dieghernan.github.io/tidyterra/reference/fortify.Spat.html
ggplot(elevation) +
geom_contour(aes(x,y, z= tsa02_elev25m), binwidth = 250) +
coord_sf(datum = pull_crs(elevation), expand=FALSE)
Hi,
With tidyterra v0.3.1 (latest CRAN release) I can't reproduce the issue, everything seems to be fine. Please make sure you have the latest version of the package. See also the sessioninfo attached on this reproducible example
tmp <- file.path(tempdir(), "tsa02_elev25m.tif")
download.file(
"https://www.for.gov.bc.ca/ftp/HTS/external/outgoing/kelly/tsa02_elev25m.tif",
tmp,
mode = "wb"
)
library(terra)
#> terra 1.6.47
elevation <- rast(tmp)
elevation
#> class : SpatRaster
#> dimensions : 4296, 3687, 1 (nrow, ncol, nlyr)
#> resolution : 25, 25 (x, y)
#> extent : 1488688, 1580863, 466187.5, 573587.5 (xmin, xmax, ymin, ymax)
#> coord. ref. : NAD83 / BC Albers (EPSG:3005)
#> source : tsa02_elev25m.tif
#> name : tsa02_elev25m
#> min value : 434
#> max value : 2412
# Plot
library(ggplot2)
library(tidyterra)
#>
#> Attaching package: 'tidyterra'
#> The following object is masked from 'package:stats':
#>
#> filter
# No fail...
ggplot() +
geom_spatraster_contour(
data = elevation, binwidth = 250,
alpha = 0.7, color = "black"
) +
coord_sf(expand = FALSE)
#> SpatRaster resampled to ncells = 501184
# No problem...
ggplot() +
geom_spatraster(data = elevation) +
scale_fill_whitebox_c(
palette = "muted", na.value = NA,
name = "elevation (m)"
) +
labs(
title = "Elevation",
subtitle = "Boundary TSA"
) +
coord_sf(datum = pull_crs(elevation)) +
theme_bw()
#> SpatRaster resampled to ncells = 501184
Created on 2023-01-02 with reprex v2.0.2
Session info
sessioninfo::session_info()
#> ─ Session info ───────────────────────────────────────────────────────────────
#> setting value
#> version R version 4.2.2 (2022-10-31 ucrt)
#> os Windows 10 x64 (build 22621)
#> system x86_64, mingw32
#> ui RTerm
#> language (EN)
#> collate Spanish_Spain.utf8
#> ctype Spanish_Spain.utf8
#> tz Europe/Paris
#> date 2023-01-02
#> pandoc 2.19.2 @ C:/Program Files/RStudio/resources/app/bin/quarto/bin/tools/ (via rmarkdown)
#>
#> ─ Packages ───────────────────────────────────────────────────────────────────
#> ! package * version date (UTC) lib source
#> assertthat 0.2.1 2019-03-21 [1] CRAN (R 4.2.0)
#> class 7.3-20 2022-01-16 [2] CRAN (R 4.2.2)
#> classInt 0.4-8 2022-09-29 [1] CRAN (R 4.2.1)
#> cli 3.5.0 2022-12-20 [1] CRAN (R 4.2.2)
#> codetools 0.2-18 2020-11-04 [2] CRAN (R 4.2.2)
#> colorspace 2.0-3 2022-02-21 [1] CRAN (R 4.2.1)
#> curl 4.3.3 2022-10-06 [1] CRAN (R 4.2.1)
#> data.table 1.14.6 2022-11-16 [1] CRAN (R 4.2.2)
#> DBI 1.1.3 2022-06-18 [1] CRAN (R 4.2.1)
#> digest 0.6.31 2022-12-11 [1] CRAN (R 4.2.2)
#> dplyr 1.0.10 2022-09-01 [1] CRAN (R 4.2.2)
#> e1071 1.7-12 2022-10-24 [1] CRAN (R 4.2.2)
#> ellipsis 0.3.2 2021-04-29 [1] CRAN (R 4.2.0)
#> evaluate 0.19 2022-12-13 [1] CRAN (R 4.2.2)
#> D fansi 1.0.3 2022-03-24 [1] CRAN (R 4.2.0)
#> farver 2.1.1 2022-07-06 [1] CRAN (R 4.2.1)
#> fastmap 1.1.0 2021-01-25 [1] CRAN (R 4.2.0)
#> fs 1.5.2 2021-12-08 [1] CRAN (R 4.2.0)
#> generics 0.1.3 2022-07-05 [1] CRAN (R 4.2.1)
#> ggplot2 * 3.4.0 2022-11-04 [1] CRAN (R 4.2.2)
#> D glue 1.6.2 2022-02-24 [1] CRAN (R 4.2.0)
#> gtable 0.3.1 2022-09-01 [1] CRAN (R 4.2.1)
#> highr 0.10 2022-12-22 [1] CRAN (R 4.2.2)
#> htmltools 0.5.4 2022-12-07 [1] CRAN (R 4.2.2)
#> httr 1.4.4 2022-08-17 [1] CRAN (R 4.2.1)
#> isoband 0.2.7 2022-12-20 [1] CRAN (R 4.2.2)
#> KernSmooth 2.23-20 2021-05-03 [2] CRAN (R 4.2.2)
#> knitr 1.41 2022-11-18 [1] CRAN (R 4.2.2)
#> labeling 0.4.2 2020-10-20 [1] CRAN (R 4.2.0)
#> lifecycle 1.0.3 2022-10-07 [1] CRAN (R 4.2.1)
#> D magrittr 2.0.3 2022-03-30 [1] CRAN (R 4.2.0)
#> mime 0.12 2021-09-28 [1] CRAN (R 4.2.0)
#> munsell 0.5.0 2018-06-12 [1] CRAN (R 4.2.0)
#> pillar 1.8.1 2022-08-19 [1] CRAN (R 4.2.1)
#> pkgconfig 2.0.3 2019-09-22 [1] CRAN (R 4.2.0)
#> proxy 0.4-27 2022-06-09 [1] CRAN (R 4.2.0)
#> purrr 1.0.0 2022-12-20 [1] CRAN (R 4.2.2)
#> R.cache 0.16.0 2022-07-21 [1] CRAN (R 4.2.1)
#> R.methodsS3 1.8.2 2022-06-13 [1] CRAN (R 4.2.0)
#> R.oo 1.25.0 2022-06-12 [1] CRAN (R 4.2.0)
#> R.utils 2.12.2 2022-11-11 [1] CRAN (R 4.2.2)
#> R6 2.5.1 2021-08-19 [1] CRAN (R 4.2.0)
#> Rcpp 1.0.9 2022-07-08 [1] CRAN (R 4.2.1)
#> reprex 2.0.2 2022-08-17 [1] CRAN (R 4.2.1)
#> rlang 1.0.6 2022-09-24 [1] CRAN (R 4.2.1)
#> rmarkdown 2.19 2022-12-15 [1] CRAN (R 4.2.2)
#> rstudioapi 0.14 2022-08-22 [1] CRAN (R 4.2.1)
#> scales 1.2.1 2022-08-20 [1] CRAN (R 4.2.1)
#> sessioninfo 1.2.2 2021-12-06 [1] CRAN (R 4.2.0)
#> sf 1.0-9 2022-11-08 [1] CRAN (R 4.2.2)
#> stringi 1.7.8 2022-07-11 [1] CRAN (R 4.2.1)
#> stringr 1.5.0 2022-12-02 [1] CRAN (R 4.2.2)
#> styler 1.8.1 2022-11-07 [1] CRAN (R 4.2.2)
#> terra * 1.6-47 2022-12-02 [1] CRAN (R 4.2.2)
#> tibble 3.1.8 2022-07-22 [1] CRAN (R 4.2.1)
#> tidyr 1.2.1 2022-09-08 [1] CRAN (R 4.2.1)
#> tidyselect 1.2.0 2022-10-10 [1] CRAN (R 4.2.1)
#> tidyterra * 0.3.1 2022-11-09 [1] CRAN (R 4.2.2)
#> units 0.8-1 2022-12-10 [1] CRAN (R 4.2.2)
#> utf8 1.2.2 2021-07-24 [1] CRAN (R 4.2.0)
#> vctrs 0.5.1 2022-11-16 [1] CRAN (R 4.2.2)
#> withr 2.5.0 2022-03-03 [1] CRAN (R 4.2.1)
#> xfun 0.36 2022-12-21 [1] CRAN (R 4.2.2)
#> xml2 1.3.3 2021-11-30 [1] CRAN (R 4.2.0)
#> yaml 2.3.6 2022-10-18 [1] CRAN (R 4.2.1)
#>
#> [1] C:/Users/diego/AppData/Local/R/win-library/4.2
#> [2] C:/Program Files/R/R-4.2.2/library
#>
#> D ── DLL MD5 mismatch, broken installation.
#>
#> ──────────────────────────────────────────────────────────────────────────────Thanks for looking into this for me….I was running R3.6….once I updated to the latest version the problem resolved.
From: Diego H. ***@***.***>
Sent: January 2, 2023 7:09 AM
To: dieghernan/tidyterra ***@***.***>
Cc: Izzard, Kelly D FOR:EX ***@***.***>; Author ***@***.***>
Subject: Re: [dieghernan/tidyterra] Error in `[.data.frame`(data, c("x", "y", "size", "colour", "linetype")) : undefined columns selected (Issue #67)
[EXTERNAL] This email came from an external source. Only open attachments or links that you are expecting from a known sender.
Hi,
With tidyterra v0.3.1 (latest CRAN release) I can't reproduce the issue, everything seems to be fine. Please make sure you have the latest version of the package. See also the sessioninfo attached on this reproducible example
tmp <- file.path(tempdir(), "tsa02_elev25m.tif")
download.file(
"https://www.for.gov.bc.ca/ftp/HTS/external/outgoing/kelly/tsa02_elev25m.tif",
tmp,
mode = "wb"
)
library(terra)
#> terra 1.6.47
elevation <- rast(tmp)
elevation
#> class : SpatRaster
#> dimensions : 4296, 3687, 1 (nrow, ncol, nlyr)
#> resolution : 25, 25 (x, y)
#> extent : 1488688, 1580863, 466187.5, 573587.5 (xmin, xmax, ymin, ymax)
#> coord. ref. : NAD83 / BC Albers (EPSG:3005)
#> source : tsa02_elev25m.tif
#> name : tsa02_elev25m
#> min value : 434
#> max value : 2412
# Plot
library(ggplot2)
library(tidyterra)
#>
#> Attaching package: 'tidyterra'
#> The following object is masked from 'package:stats':
#>
#> filter
# No fail...
ggplot() +
geom_spatraster_contour(
data = elevation, binwidth = 250,
alpha = 0.7, color = "black"
) +
coord_sf(expand = FALSE)
#> SpatRaster resampled to ncells = 501184
[https://camo.githubusercontent.com/256ca6805cff40af03a6a928ae8088cf566d66aedb6487915031611c399d9f04/68747470733a2f2f692e696d6775722e636f6d2f6d4433677758452e706e67]<https://can01.safelinks.protection.outlook.com/?url=https%3A%2F%2Fcamo.githubusercontent.com%2F256ca6805cff40af03a6a928ae8088cf566d66aedb6487915031611c399d9f04%2F68747470733a2f2f692e696d6775722e636f6d2f6d4433677758452e706e67&data=05%7C01%7Ckelly.izzard%40gov.bc.ca%7C03e44c40c7bd44c2226908daecd34cb0%7C6fdb52003d0d4a8ab036d3685e359adc%7C0%7C0%7C638082689508505818%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C3000%7C%7C%7C&sdata=8oFqd5V1i8dmIQi6ilNOdOPB2uekeG2MpYRh8IVbKl0%3D&reserved=0>
# No problem...
ggplot() +
geom_spatraster(data = elevation) +
scale_fill_whitebox_c(
palette = "muted", na.value = NA,
name = "elevation (m)"
) +
labs(
title = "Elevation",
subtitle = "Boundary TSA"
) +
coord_sf(datum = pull_crs(elevation)) +
theme_bw()
#> SpatRaster resampled to ncells = 501184
[https://camo.githubusercontent.com/14294939db8615c6edb3e76ff22068a7428b9af9e570d59506190f94eabfbcb9/68747470733a2f2f692e696d6775722e636f6d2f566363393449582e706e67]<https://can01.safelinks.protection.outlook.com/?url=https%3A%2F%2Fcamo.githubusercontent.com%2F14294939db8615c6edb3e76ff22068a7428b9af9e570d59506190f94eabfbcb9%2F68747470733a2f2f692e696d6775722e636f6d2f566363393449582e706e67&data=05%7C01%7Ckelly.izzard%40gov.bc.ca%7C03e44c40c7bd44c2226908daecd34cb0%7C6fdb52003d0d4a8ab036d3685e359adc%7C0%7C0%7C638082689508505818%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C3000%7C%7C%7C&sdata=T2UtyQC8rwypFPEG%2BdIIeI62i%2B%2Fwjy5Bx54WoDEnUTw%3D&reserved=0>
Created on 2023-01-02 with reprex v2.0.2<https://can01.safelinks.protection.outlook.com/?url=https%3A%2F%2Freprex.tidyverse.org%2F&data=05%7C01%7Ckelly.izzard%40gov.bc.ca%7C03e44c40c7bd44c2226908daecd34cb0%7C6fdb52003d0d4a8ab036d3685e359adc%7C0%7C0%7C638082689508505818%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C3000%7C%7C%7C&sdata=TZVKDIxdl1uThjHRwxkKrzlEpIkJ%2Fi692urEwBMI0Hc%3D&reserved=0>
Session info
sessioninfo::session_info()
#> ─ Session info ───────────────────────────────────────────────────────────────
#> setting value
#> version R version 4.2.2 (2022-10-31 ucrt)
#> os Windows 10 x64 (build 22621)
#> system x86_64, mingw32
#> ui RTerm
#> language (EN)
#> collate Spanish_Spain.utf8
#> ctype Spanish_Spain.utf8
#> tz Europe/Paris
#> date 2023-01-02
#> pandoc 2.19.2 @ C:/Program Files/RStudio/resources/app/bin/quarto/bin/tools/ (via rmarkdown)
#>
#> ─ Packages ───────────────────────────────────────────────────────────────────
#> ! package * version date (UTC) lib source
#> assertthat 0.2.1 2019-03-21 [1] CRAN (R 4.2.0)
#> class 7.3-20 2022-01-16 [2] CRAN (R 4.2.2)
#> classInt 0.4-8 2022-09-29 [1] CRAN (R 4.2.1)
#> cli 3.5.0 2022-12-20 [1] CRAN (R 4.2.2)
#> codetools 0.2-18 2020-11-04 [2] CRAN (R 4.2.2)
#> colorspace 2.0-3 2022-02-21 [1] CRAN (R 4.2.1)
#> curl 4.3.3 2022-10-06 [1] CRAN (R 4.2.1)
#> data.table 1.14.6 2022-11-16 [1] CRAN (R 4.2.2)
#> DBI 1.1.3 2022-06-18 [1] CRAN (R 4.2.1)
#> digest 0.6.31 2022-12-11 [1] CRAN (R 4.2.2)
#> dplyr 1.0.10 2022-09-01 [1] CRAN (R 4.2.2)
#> e1071 1.7-12 2022-10-24 [1] CRAN (R 4.2.2)
#> ellipsis 0.3.2 2021-04-29 [1] CRAN (R 4.2.0)
#> evaluate 0.19 2022-12-13 [1] CRAN (R 4.2.2)
#> D fansi 1.0.3 2022-03-24 [1] CRAN (R 4.2.0)
#> farver 2.1.1 2022-07-06 [1] CRAN (R 4.2.1)
#> fastmap 1.1.0 2021-01-25 [1] CRAN (R 4.2.0)
#> fs 1.5.2 2021-12-08 [1] CRAN (R 4.2.0)
#> generics 0.1.3 2022-07-05 [1] CRAN (R 4.2.1)
#> ggplot2 * 3.4.0 2022-11-04 [1] CRAN (R 4.2.2)
#> D glue 1.6.2 2022-02-24 [1] CRAN (R 4.2.0)
#> gtable 0.3.1 2022-09-01 [1] CRAN (R 4.2.1)
#> highr 0.10 2022-12-22 [1] CRAN (R 4.2.2)
#> htmltools 0.5.4 2022-12-07 [1] CRAN (R 4.2.2)
#> httr 1.4.4 2022-08-17 [1] CRAN (R 4.2.1)
#> isoband 0.2.7 2022-12-20 [1] CRAN (R 4.2.2)
#> KernSmooth 2.23-20 2021-05-03 [2] CRAN (R 4.2.2)
#> knitr 1.41 2022-11-18 [1] CRAN (R 4.2.2)
#> labeling 0.4.2 2020-10-20 [1] CRAN (R 4.2.0)
#> lifecycle 1.0.3 2022-10-07 [1] CRAN (R 4.2.1)
#> D magrittr 2.0.3 2022-03-30 [1] CRAN (R 4.2.0)
#> mime 0.12 2021-09-28 [1] CRAN (R 4.2.0)
#> munsell 0.5.0 2018-06-12 [1] CRAN (R 4.2.0)
#> pillar 1.8.1 2022-08-19 [1] CRAN (R 4.2.1)
#> pkgconfig 2.0.3 2019-09-22 [1] CRAN (R 4.2.0)
#> proxy 0.4-27 2022-06-09 [1] CRAN (R 4.2.0)
#> purrr 1.0.0 2022-12-20 [1] CRAN (R 4.2.2)
#> R.cache 0.16.0 2022-07-21 [1] CRAN (R 4.2.1)
#> R.methodsS3 1.8.2 2022-06-13 [1] CRAN (R 4.2.0)
#> R.oo 1.25.0 2022-06-12 [1] CRAN (R 4.2.0)
#> R.utils 2.12.2 2022-11-11 [1] CRAN (R 4.2.2)
#> R6 2.5.1 2021-08-19 [1] CRAN (R 4.2.0)
#> Rcpp 1.0.9 2022-07-08 [1] CRAN (R 4.2.1)
#> reprex 2.0.2 2022-08-17 [1] CRAN (R 4.2.1)
#> rlang 1.0.6 2022-09-24 [1] CRAN (R 4.2.1)
#> rmarkdown 2.19 2022-12-15 [1] CRAN (R 4.2.2)
#> rstudioapi 0.14 2022-08-22 [1] CRAN (R 4.2.1)
#> scales 1.2.1 2022-08-20 [1] CRAN (R 4.2.1)
#> sessioninfo 1.2.2 2021-12-06 [1] CRAN (R 4.2.0)
#> sf 1.0-9 2022-11-08 [1] CRAN (R 4.2.2)
#> stringi 1.7.8 2022-07-11 [1] CRAN (R 4.2.1)
#> stringr 1.5.0 2022-12-02 [1] CRAN (R 4.2.2)
#> styler 1.8.1 2022-11-07 [1] CRAN (R 4.2.2)
#> terra * 1.6-47 2022-12-02 [1] CRAN (R 4.2.2)
#> tibble 3.1.8 2022-07-22 [1] CRAN (R 4.2.1)
#> tidyr 1.2.1 2022-09-08 [1] CRAN (R 4.2.1)
#> tidyselect 1.2.0 2022-10-10 [1] CRAN (R 4.2.1)
#> tidyterra * 0.3.1 2022-11-09 [1] CRAN (R 4.2.2)
#> units 0.8-1 2022-12-10 [1] CRAN (R 4.2.2)
#> utf8 1.2.2 2021-07-24 [1] CRAN (R 4.2.0)
#> vctrs 0.5.1 2022-11-16 [1] CRAN (R 4.2.2)
#> withr 2.5.0 2022-03-03 [1] CRAN (R 4.2.1)
#> xfun 0.36 2022-12-21 [1] CRAN (R 4.2.2)
#> xml2 1.3.3 2021-11-30 [1] CRAN (R 4.2.0)
#> yaml 2.3.6 2022-10-18 [1] CRAN (R 4.2.1)
#>
#> [1] C:/Users/diego/AppData/Local/R/win-library/4.2
#> [2] C:/Program Files/R/R-4.2.2/library
#>
#> D ── DLL MD5 mismatch, broken installation.
#>
#> ──────────────────────────────────────────────────────────────────────────────
—
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