Open utterances-bot opened 3 weeks ago
Hi, nlmixr2 team! Thanks for providing very useful information about nlmixr2 on AWS.
Following the installation instructions, R and RStudio Server were installed without any issues, but I encountered a few problems while installing the tidyverse package, which I would like to share.
OS Images: Ubuntu AMI (Ubuntu Server 24.04 LTS (HVM), SSD Volume Type). Instance type: t2.large instance
R:
sessionInfo()
R version 4.4.0 (2024-04-24)
Platform: x86_64-pc-linux-gnu
Running under: Ubuntu 24.04 LTS
Matrix products: default
BLAS: /usr/lib/x86_64-linux-gnu/openblas-pthread/libblas.so.3
LAPACK: /usr/lib/x86_64-linux-gnu/openblas-pthread/libopenblasp-r0.3.26.so; LAPACK version 3.12.0
locale:
[1] LC_CTYPE=C.UTF-8 LC_NUMERIC=C
[3] LC_TIME=C.UTF-8 LC_COLLATE=C.UTF-8
[5] LC_MONETARY=C.UTF-8 LC_MESSAGES=C.UTF-8
[7] LC_PAPER=C.UTF-8 LC_NAME=C
[9] LC_ADDRESS=C LC_TELEPHONE=C
[11] LC_MEASUREMENT=C.UTF-8 LC_IDENTIFICATION=C
time zone: Etc/UTC
tzcode source: system (glibc)
attached base packages:
[1] stats graphics grDevices utils datasets methods
[7] base
other attached packages:
[1] babelmixr2_0.1.2 nlmixr2_2.1.2 nlmixr2data_2.0.9
[4] rxode2_2.1.3 lubridate_1.9.3 forcats_1.0.0
[7] stringr_1.5.1 dplyr_1.1.4 purrr_1.0.2
[10] readr_2.1.5 tidyr_1.3.1 tibble_3.2.1
[13] ggplot2_3.5.1 tidyverse_2.0.0
loaded via a namespace (and not attached):
[1] bitops_1.0-7 gridExtra_2.3 gld_2.6.6
[4] nlmixr2plot_2.0.9 readxl_1.4.3 rlang_1.1.4
[7] magrittr_2.0.3 e1071_1.7-14 compiler_4.4.0
[10] png_0.1-8 vctrs_0.6.5 PreciseSums_0.6
[13] pkgconfig_2.0.3 crayon_1.5.2 fastmap_1.2.0
[16] backports_1.5.0 labeling_0.4.3 pander_0.6.5
[19] utf8_1.2.4 rmarkdown_2.27 tzdb_0.4.0
[22] xfun_0.44 rxode2et_2.0.13 cachem_1.1.0
[25] rxode2parse_2.0.19 Deriv_4.1.3 cluster_2.1.6
[28] DescTools_0.99.54 R6_2.5.1 stringi_1.8.4
[31] qs_0.26.3 boot_1.3-30 rpart_4.1.23
[34] cellranger_1.1.0 Rcpp_1.0.12 assertthat_0.2.1
[37] knitr_1.47 base64enc_0.1-3 Matrix_1.7-0
[40] nnet_7.3-19 timechange_0.3.0 tidyselect_1.2.1
[43] rstudioapi_0.16.0 dparser_1.3.1-11 stringfish_0.16.0
[46] minpack.lm_1.2-4 lbfgsb3c_2024-3.4 lattice_0.22-5
[49] rxode2ll_2.0.11 withr_3.0.0 evaluate_0.23
[52] foreign_0.8-86 proxy_0.4-27 RcppParallel_5.1.7
[55] nonmem2rx_0.1.4 pillar_1.9.0 checkmate_2.3.1
[58] rex_1.2.1 generics_0.1.3 RCurl_1.98-1.14
[61] hms_1.1.3 munsell_0.5.1 scales_1.3.0
[64] rootSolve_1.8.2.4 RApiSerialize_0.1.3 n1qn1_6.0.1-11
[67] class_7.3-22 glue_1.7.0 nlmixr2est_2.2.2
[70] symengine_0.2.6 lotri_0.4.3 Hmisc_5.1-3
[73] lmom_3.0 lazyeval_0.2.2 tools_4.4.0
[76] sys_3.4.2 data.table_1.15.4 Exact_3.2
[79] mvtnorm_1.2-5 grid_4.4.0 colorspace_2.1-0
[82] nlme_3.1-164 rxode2random_2.1.1 htmlTable_2.4.2
[85] Formula_1.2-5 cli_3.6.2 fansi_1.0.6
[88] expm_0.999-9 binom_1.1-1.1 gtable_0.3.5
[91] digest_0.6.35 farver_2.1.2 htmlwidgets_1.6.4
[94] memoise_2.0.1 htmltools_0.5.8.1 lifecycle_1.0.4
[97] httr_1.4.7 xgxr_1.1.2 MASS_7.3-60.0.1
RStudio-server: 2022.12.0+353
Running install.packages("tidyverse")
resulted in the following error:
ERROR: dependency ‘ragg’ is not available for package ‘tidyverse’
Attempting to install ragg using install.packages("ragg")
led to another error:
ERROR: dependencies ‘systemfonts’, ‘textshaping’ are not available for package ‘ragg’
Trying to install systemfonts using install.packages("systemfonts")
produced the following error:
ERROR: configuration failed for package ‘systemfonts’"
Finally, by running the following additional commands, I was able to install tidyverse without any issues:
sudo apt-get update
sudo apt-get install libfontconfig1-dev
sudo apt-get install libharfbuzz-dev libfribidi-dev
sudo apt-get install libfreetype6-dev libpng-dev libtiff5-dev libjpeg-dev pkg-config
Thanks;
As another solution you can now use pak
, which will install the ubuntu dependencies
Thank you for suggesting other solutions.
Some functions of the pak package were not compatible with Ubuntu 24.04, so I switched to Ubuntu 22.04.
Below are the results of executing pak::pkg_install("tidyverse")
pak::pkg_install("tidyverse")
→ Willinstall 101 packages.
→ Willdownload 101 CRAN packages (68.12 MB).
+ askpass 1.2.0 [bld][cmp][dl] (6.04 kB)
+ backports 1.5.0 [bld][cmp][dl] (26.20 kB)
+ base64enc 0.1-3 [bld][cmp][dl] (7.83 kB)
+ bit 4.0.5 [bld][cmp][dl] (827.75 kB)
+ bit64 4.0.5 [bld][cmp][dl] (135.09 kB)
+ blob 1.2.4 [bld][dl] (10.62 kB)
+ broom 1.0.6 [bld][dl] (641.85 kB)
+ bslib 0.7.0 [bld][dl] (5.13 MB)
+ cachem 1.1.0 [bld][cmp][dl] (26.51 kB)
+ callr 3.7.6 [bld][dl] (104.36 kB)
+ cellranger 1.1.0 [bld][dl] (63.86 kB)
+ cli 3.6.2 [bld][cmp][dl] (569.77 kB)
+ clipr 0.8.0 [bld][dl] (21.90 kB)
+ colorspace 2.1-0 [bld][cmp][dl] (2.12 MB)
+ conflicted 1.2.0 [bld][dl] (17.07 kB)
+ cpp11 0.4.7 [bld][dl] (285.78 kB)
+ crayon 1.5.2 [bld][dl] (40.57 kB)
+ curl 5.2.1 [bld][cmp][dl] (716.70 kB) + ✔ libcurl4-openssl-dev, ✔ libssl-dev
+ data.table 1.15.4 [bld][cmp][dl] (5.39 MB)
+ DBI 1.2.3 [bld][dl] (1.13 MB)
+ dbplyr 2.5.0 [bld][dl] (770.65 kB)
+ digest 0.6.35 [bld][cmp][dl] (230.39 kB)
+ dplyr 1.1.4 [bld][cmp][dl] (1.21 MB)
+ dtplyr 1.3.1 [bld][dl] (150.97 kB)
+ evaluate 0.23 [bld][dl] (28.35 kB)
+ fansi 1.0.6 [bld][cmp][dl] (482.48 kB)
+ farver 2.1.2 [bld][cmp][dl] (1.27 MB)
+ fastmap 1.2.0 [bld][cmp][dl] (46.41 kB)
+ fontawesome 0.5.2 [bld][dl] (1.28 MB)
+ forcats 1.0.0 [bld][dl] (294.18 kB)
+ fs 1.6.4 [bld][cmp][dl] (1.19 MB) + ✔ make
+ gargle 1.5.2 [bld][dl] (627.56 kB)
+ generics 0.1.3 [bld][dl] (172.20 kB)
+ ggplot2 3.5.1 [bld][dl] (3.56 MB)
+ glue 1.7.0 [bld][cmp][dl] (105.42 kB)
+ googledrive 2.1.1 [bld][dl] (1.61 MB)
+ googlesheets4 1.1.1 [bld][dl] (232.58 kB)
+ gtable 0.3.5 [bld][dl] (130.10 kB)
+ haven 2.5.4 [bld][cmp][dl] (313.33 kB) + ✔ make, ✔ zlib1g-dev
+ highr 0.11 [bld][dl] (15.08 kB)
+ hms 1.1.3 [bld][dl] (43.38 kB)
+ htmltools 0.5.8.1 [bld][cmp][dl] (135.13 kB)
+ httr 1.4.7 [bld][dl] (118.50 kB)
+ ids 1.0.1 [bld][dl] (91.21 kB)
+ isoband 0.2.7 [bld][cmp][dl] (1.59 MB)
+ jquerylib 0.1.4 [bld][dl] (520.21 kB)
+ jsonlite 1.8.8 [bld][cmp][dl] (1.05 MB)
+ knitr 1.47 [bld][dl] (471.55 kB) + ✖ pandoc
+ labeling 0.4.3 [bld][dl] (10.17 kB)
+ lifecycle 1.0.4 [bld][dl] (107.66 kB)
+ lubridate 1.9.3 [bld][cmp][dl] (428.04 kB)
+ magrittr 2.0.3 [bld][cmp][dl] (267.07 kB)
+ memoise 2.0.1 [bld][dl] (17.85 kB)
+ mime 0.12 [bld][cmp][dl] (12.56 kB)
+ modelr 0.1.11 [bld][dl] (121.48 kB)
+ munsell 0.5.1 [bld][dl] (182.31 kB)
+ openssl 2.2.0 [bld][cmp][dl] (1.21 MB) + ✔ libssl-dev
+ pillar 1.9.0 [bld][dl] (444.53 kB)
+ pkgconfig 2.0.3 [bld][dl] (6.08 kB)
+ prettyunits 1.2.0 [bld][dl] (97.50 kB)
+ processx 3.8.4 [bld][cmp][dl] (163.98 kB)
+ progress 1.2.3 [bld][dl] (30.50 kB)
+ ps 1.7.6 [bld][cmp][dl] (129.49 kB)
+ purrr 1.0.2 [bld][cmp][dl] (220.87 kB)
+ R6 2.5.1 [bld][dl] (63.42 kB)
+ ragg 1.3.2 [bld][cmp][dl] (430.24 kB) + ✖ libfreetype6-dev, ✔ libjpeg-dev, ✔ libpng-dev, ✖ libtiff-dev
+ rappdirs 0.3.3 [bld][cmp][dl] (12.29 kB)
+ RColorBrewer 1.1-3 [bld][dl] (11.64 kB)
+ readr 2.1.5 [bld][cmp][dl] (298.06 kB)
+ readxl 1.4.3 [bld][cmp][dl] (2.09 MB)
+ rematch 2.0.0 [bld][dl] (4.78 kB)
+ rematch2 2.1.2 [bld][dl] (13.37 kB)
+ reprex 2.1.0 [bld][dl] (1.09 MB) + ✖ pandoc
+ rlang 1.1.4 [bld][cmp][dl] (763.76 kB)
+ rmarkdown 2.27 [bld][dl] (2.19 MB) + ✖ pandoc
+ rstudioapi 0.16.0 [bld][dl] (117.42 kB)
+ rvest 1.0.4 [bld][dl] (115.88 kB)
+ sass 0.4.9 [bld][cmp][dl] (3.03 MB) + ✔ make
+ scales 1.3.0 [bld][cmp][dl] (302.54 kB)
+ selectr 0.4-2 [bld][dl] (41.37 kB)
+ stringi 1.8.4 [bld][cmp][dl] (11.92 MB) + ✔ libicu-dev
+ stringr 1.5.1 [bld][dl] (176.60 kB)
+ sys 3.4.2 [bld][cmp][dl] (20.17 kB)
+ systemfonts 1.1.0 [bld][cmp][dl] (80.84 kB) + ✖ libfontconfig1-dev, ✖ libfreetype6-dev
+ textshaping 0.4.0 [bld][cmp][dl] (35.10 kB) + ✖ libfreetype6-dev, ✖ libfribidi-dev, ✖ libharfbuzz-dev
+ tibble 3.2.1 [bld][cmp][dl] (565.98 kB)
+ tidyr 1.3.1 [bld][cmp][dl] (809.06 kB)
+ tidyselect 1.2.1 [bld][cmp][dl] (103.59 kB)
+ tidyverse 2.0.0 [bld][dl] (704.62 kB)
+ timechange 0.3.0 [bld][cmp][dl] (103.44 kB)
+ tinytex 0.51 [bld][dl] (34.31 kB)
+ tzdb 0.4.0 [bld][cmp][dl] (586.33 kB)
+ utf8 1.2.4 [bld][cmp][dl] (241.08 kB)
+ uuid 1.2-0 [bld][cmp][dl] (79.72 kB)
+ vctrs 0.6.5 [bld][cmp][dl] (969.07 kB)
+ viridisLite 0.4.2 [bld][dl] (1.27 MB)
+ vroom 1.6.5 [bld][cmp][dl] (750.42 kB)
+ withr 3.0.0 [bld][dl] (107.68 kB)
+ xfun 0.44 [bld][cmp][dl] (144.50 kB)
+ xml2 1.3.6 [bld][cmp][dl] (294.71 kB) + ✔ libxml2-dev
+ yaml 2.3.8 [bld][cmp][dl] (94.76 kB)
✖ Missing 6 system packages. You'll probably need to install them manually:
+ libfontconfig1-dev - systemfonts
+ libfreetype6-dev - ragg, systemfonts, textshaping
+ libfribidi-dev - textshaping
+ libharfbuzz-dev - textshaping
+ libtiff-dev - ragg
+ pandoc - knitr, reprex, rmarkdown
Additionally, to not only check the package dependencies required for installing tidyverse but also to investigate the system dependencies, I executed the following code.
pak::pkg_sysreqs("tidyverse")
── Install scripts ────────────────────────────────────────────────────── Ubuntu 22.04 ──
apt-get -y update
apt-get -y install libcurl4-openssl-dev libssl-dev make zlib1g-dev pandoc \
libfreetype6-dev libjpeg-dev libpng-dev libtiff-dev libicu-dev libfontconfig1-dev \
libfribidi-dev libharfbuzz-dev libxml2-dev
── Packages and their system dependencies ───────────────────────────────────────────────
curl – libcurl4-openssl-dev, libssl-dev
fs – make
haven – make, zlib1g-dev
knitr – pandoc
openssl – libssl-dev
ragg – libfreetype6-dev, libjpeg-dev, libpng-dev, libtiff-dev
reprex – pandoc
rmarkdown – pandoc
sass – make
stringi – libicu-dev
systemfonts – libfontconfig1-dev, libfreetype6-dev
textshaping – libfreetype6-dev, libfribidi-dev, libharfbuzz-dev
xml2 – libxml2-dev
As a result of manually executing the install scripts mentioned above, I was able to install tidyverse without any issues.
pak::pkg_install("tidyverse")
→ Willinstall 60 packages.
→ All 60 packages (46.78 MB) are cached.
+ askpass 1.2.0 [bld][cmp]
+ blob 1.2.4 [bld]
+ broom 1.0.6 [bld]
+ bslib 0.7.0 [bld]
+ cellranger 1.1.0 [bld]
+ conflicted 1.2.0 [bld]
+ dbplyr 2.5.0 [bld]
+ dplyr 1.1.4 [bld][cmp]
+ dtplyr 1.3.1 [bld]
+ forcats 1.0.0 [bld]
+ gargle 1.5.2 [bld]
+ ggplot2 3.5.1 [bld]
+ googledrive 2.1.1 [bld]
+ googlesheets4 1.1.1 [bld]
+ gtable 0.3.5 [bld]
+ haven 2.5.4 [bld][cmp] + ✔ make, ✔ zlib1g-dev
+ highr 0.11 [bld]
+ hms 1.1.3 [bld]
+ httr 1.4.7 [bld]
+ ids 1.0.1 [bld]
+ knitr 1.47 [bld] + ✔ pandoc
+ lubridate 1.9.3 [bld][cmp]
+ memoise 2.0.1 [bld]
+ modelr 0.1.11 [bld]
+ openssl 2.2.0 [bld][cmp] + ✔ libssl-dev
+ pillar 1.9.0 [bld]
+ progress 1.2.3 [bld]
+ purrr 1.0.2 [bld][cmp]
+ ragg 1.3.2 [bld][cmp] + ✔ libfreetype6-dev, ✔ libjpeg-dev, ✔ libpng-dev, ✔ libtiff-dev
+ readr 2.1.5 [bld][cmp]
+ readxl 1.4.3 [bld][cmp]
+ rematch2 2.1.2 [bld]
+ reprex 2.1.0 [bld] + ✔ pandoc
+ rmarkdown 2.27 [bld] + ✔ pandoc
+ rstudioapi 0.16.0 [bld]
+ rvest 1.0.4 [bld]
+ sass 0.4.9 [bld][cmp] + ✔ make
+ scales 1.3.0 [bld][cmp]
+ selectr 0.4-2 [bld]
+ stringi 1.8.4 [bld][cmp] + ✔ libicu-dev
+ stringr 1.5.1 [bld]
+ sys 3.4.2 [bld][cmp]
+ systemfonts 1.1.0 [bld][cmp] + ✔ libfontconfig1-dev, ✔ libfreetype6-dev
+ textshaping 0.4.0 [bld][cmp] + ✔ libfreetype6-dev, ✔ libfribidi-dev, ✔ libharfbuzz-dev
+ tibble 3.2.1 [bld][cmp]
+ tidyr 1.3.1 [bld][cmp]
+ tidyselect 1.2.1 [bld][cmp]
+ tidyverse 2.0.0 [bld]
+ timechange 0.3.0 [bld][cmp]
+ tinytex 0.51 [bld]
+ tzdb 0.4.0 [bld][cmp]
+ utf8 1.2.4 [bld][cmp]
+ uuid 1.2-0 [bld][cmp]
+ vctrs 0.6.5 [bld][cmp]
+ viridisLite 0.4.2 [bld]
+ vroom 1.6.5 [bld][cmp]
+ withr 3.0.0 [bld]
+ xfun 0.44 [bld][cmp]
+ xml2 1.3.6 [bld][cmp] + ✔ libxml2-dev
+ yaml 2.3.8 [bld][cmp]
✔ All system requirements are already installed.
I think it should also be faster since it often installs the Rstudio ubuntu binaries. I don't know if that was true for you.
nlmixr2, tidyverse and RStudio on AWS | nlmixr2
nlmixr: open source nonlinear mixed-effects modeling for R.
https://blog.nlmixr2.org/blog/2024-03-05-aws/