greta array print method for many columns

njtierney commented 3 months ago

Current approach uses elements, not nrows to determine how many rows are shown.
We need a way to gracefully print many columns, similar to tibble

## before/after
library(greta)
#> 
#> Attaching package: 'greta'
#> The following objects are masked from 'package:stats':
#> 
#>     binomial, cov2cor, poisson
#> The following objects are masked from 'package:base':
#> 
#>     %*%, apply, backsolve, beta, chol2inv, colMeans, colSums, diag,
#>     eigen, forwardsolve, gamma, identity, rowMeans, rowSums, sweep,
#>     tapply
# wider values need another round
ga_data_wide <- as_data(matrix(1:90, ncol = 3))
#> ℹ Initialising python and checking dependencies, this may take a moment.
#> ✔ Initialising python and checking dependencies ... done!
#> 
ga_data_wider <- as_data(matrix(1:90, ncol = 10))
ga_data_widest <- as_data(matrix(1:900, ncol = 100))
# cuts off at 9 values rather than 9 rows
ga_data_wide
#> greta array <data>
#>       [,1] [,2] [,3]
#>  [1,]    1   31   61
#>  [2,]    2   32   62
#>  [3,]    3   33   63
#>  [ reached getOption("max.print") -- omitted 7 rows ]
#> 
#> ℹ 80 more values
#> Use `print(n = ...)` to see more values

# cuts off at 9 values...
ga_data_wider
#> greta array <data>
#> 
#>       [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [,9] [,10]
#>  [1,]    1   10   19   28   37   46   55   64   73    82
#>  [ reached getOption("max.print") -- omitted 8 rows ]
#> 
#> ℹ 80 more values
#> Use `print(n = ...)` to see more values

# need a nicer way to cut off columns like tibble
ga_data_widest
#> greta array <data>
#> 
#>       [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [,9] [,10] [,11] [,12] [,13]
#>       [,14] [,15] [,16] [,17] [,18] [,19] [,20] [,21] [,22] [,23] [,24] [,25]
#>       [,26] [,27] [,28] [,29] [,30] [,31] [,32] [,33] [,34] [,35] [,36] [,37]
#>       [,38] [,39] [,40] [,41] [,42] [,43] [,44] [,45] [,46] [,47] [,48] [,49]
#>       [,50] [,51] [,52] [,53] [,54] [,55] [,56] [,57] [,58] [,59] [,60] [,61]
#>       [,62] [,63] [,64] [,65] [,66] [,67] [,68] [,69] [,70] [,71] [,72] [,73]
#>       [,74] [,75] [,76] [,77] [,78] [,79] [,80] [,81] [,82] [,83] [,84] [,85]
#>       [,86] [,87] [,88] [,89] [,90] [,91] [,92] [,93] [,94] [,95] [,96] [,97]
#>       [,98] [,99] [,100]
#>  [ reached getOption("max.print") -- omitted 9 rows ]
#> 
#> ℹ 890 more values
#> Use `print(n = ...)` to see more values

^{Created on 2024-07-30 with reprex v2.1.0}

Session info

``` r sessioninfo::session_info() #> ─ Session info ─────────────────────────────────────────────────────────────── #> setting value #> version R version 4.4.0 (2024-04-24) #> os macOS Sonoma 14.5 #> system aarch64, darwin20 #> ui X11 #> language (EN) #> collate en_US.UTF-8 #> ctype en_US.UTF-8 #> tz Australia/Hobart #> date 2024-07-30 #> pandoc 3.2.1 @ /opt/homebrew/bin/ (via rmarkdown) #> #> ─ Packages ─────────────────────────────────────────────────────────────────── #> package * version date (UTC) lib source #> base64enc 0.1-3 2015-07-28 [1] CRAN (R 4.4.0) #> callr 3.7.6 2024-03-25 [1] CRAN (R 4.4.0) #> cli 3.6.3 2024-06-21 [1] CRAN (R 4.4.0) #> coda 0.19-4.1 2024-01-31 [1] CRAN (R 4.4.0) #> codetools 0.2-20 2024-03-31 [2] CRAN (R 4.4.0) #> crayon 1.5.3 2024-06-20 [1] CRAN (R 4.4.0) #> digest 0.6.36 2024-06-23 [1] CRAN (R 4.4.0) #> evaluate 0.24.0 2024-06-10 [1] CRAN (R 4.4.0) #> fastmap 1.2.0 2024-05-15 [1] CRAN (R 4.4.0) #> fs 1.6.4.9000 2024-06-26 [1] Github (r-lib/fs@714990b) #> future 1.33.2 2024-03-26 [1] CRAN (R 4.4.0) #> globals 0.16.3 2024-03-08 [1] CRAN (R 4.4.0) #> glue 1.7.0 2024-01-09 [1] CRAN (R 4.4.0) #> greta * 0.4.5.9000 2024-07-30 [1] local #> hms 1.1.3 2023-03-21 [1] CRAN (R 4.4.0) #> htmltools 0.5.8.1 2024-04-04 [1] CRAN (R 4.4.0) #> jsonlite 1.8.8 2023-12-04 [1] CRAN (R 4.4.0) #> knitr 1.48 2024-07-07 [1] CRAN (R 4.4.0) #> lattice 0.22-6 2024-03-20 [2] CRAN (R 4.4.0) #> lifecycle 1.0.4 2023-11-07 [1] CRAN (R 4.4.0) #> listenv 0.9.1 2024-01-29 [1] CRAN (R 4.4.0) #> magrittr 2.0.3 2022-03-30 [1] CRAN (R 4.4.0) #> Matrix 1.7-0 2024-03-22 [2] CRAN (R 4.4.0) #> parallelly 1.37.1 2024-02-29 [1] CRAN (R 4.4.0) #> pkgconfig 2.0.3 2019-09-22 [1] CRAN (R 4.4.0) #> png 0.1-8 2022-11-29 [1] CRAN (R 4.4.0) #> prettyunits 1.2.0 2023-09-24 [1] CRAN (R 4.4.0) #> processx 3.8.4 2024-03-16 [1] CRAN (R 4.4.0) #> progress 1.2.3 2023-12-06 [1] CRAN (R 4.4.0) #> ps 1.7.7 2024-07-02 [1] CRAN (R 4.4.0) #> purrr 1.0.2 2023-08-10 [1] CRAN (R 4.4.0) #> R.cache 0.16.0 2022-07-21 [1] CRAN (R 4.4.0) #> R.methodsS3 1.8.2 2022-06-13 [1] CRAN (R 4.4.0) #> R.oo 1.26.0 2024-01-24 [1] CRAN (R 4.4.0) #> R.utils 2.12.3 2023-11-18 [1] CRAN (R 4.4.0) #> R6 2.5.1 2021-08-19 [1] CRAN (R 4.4.0) #> Rcpp 1.0.12 2024-01-09 [1] CRAN (R 4.4.0) #> reprex 2.1.0 2024-01-11 [1] CRAN (R 4.4.0) #> reticulate 1.36.1 2024-04-22 [1] CRAN (R 4.4.0) #> rlang 1.1.4 2024-06-04 [1] CRAN (R 4.4.0) #> rmarkdown 2.27 2024-05-17 [1] CRAN (R 4.4.0) #> rstudioapi 0.16.0 2024-03-24 [1] CRAN (R 4.4.0) #> sessioninfo 1.2.2 2021-12-06 [1] CRAN (R 4.4.0) #> styler 1.10.3 2024-04-07 [1] CRAN (R 4.4.0) #> tensorflow 2.16.0 2024-04-15 [1] CRAN (R 4.4.0) #> tfruns 1.5.3 2024-04-19 [1] CRAN (R 4.4.0) #> vctrs 0.6.5 2023-12-01 [1] CRAN (R 4.4.0) #> whisker 0.4.1 2022-12-05 [1] CRAN (R 4.4.0) #> withr 3.0.0 2024-01-16 [1] CRAN (R 4.4.0) #> xfun 0.45 2024-06-16 [1] CRAN (R 4.4.0) #> yaml 2.3.9 2024-07-05 [1] CRAN (R 4.4.0) #> #> [1] /Users/nick/Library/R/arm64/4.4/library #> [2] /Library/Frameworks/R.framework/Versions/4.4-arm64/Resources/library #> #> ─ Python configuration ─────────────────────────────────────────────────────── #> python: /Users/nick/Library/r-miniconda-arm64/envs/greta-env-tf2/bin/python #> libpython: /Users/nick/Library/r-miniconda-arm64/envs/greta-env-tf2/lib/libpython3.11.dylib #> pythonhome: /Users/nick/Library/r-miniconda-arm64/envs/greta-env-tf2:/Users/nick/Library/r-miniconda-arm64/envs/greta-env-tf2 #> version: 3.11.9 | packaged by conda-forge | (main, Apr 19 2024, 18:34:54) [Clang 16.0.6 ] #> numpy: /Users/nick/Library/r-miniconda-arm64/envs/greta-env-tf2/lib/python3.11/site-packages/numpy #> numpy_version: 1.26.4 #> tensorflow: /Users/nick/Library/r-miniconda-arm64/envs/greta-env-tf2/lib/python3.11/site-packages/tensorflow #> #> NOTE: Python version was forced by use_python() function #> #> ────────────────────────────────────────────────────────────────────────────── ```

Tibble example:

library(greta)
#> 
#> Attaching package: 'greta'
#> The following objects are masked from 'package:stats':
#> 
#>     binomial, cov2cor, poisson
#> The following objects are masked from 'package:base':
#> 
#>     %*%, apply, backsolve, beta, chol2inv, colMeans, colSums, diag,
#>     eigen, forwardsolve, gamma, identity, rowMeans, rowSums, sweep,
#>     tapply
library(tibble)
ga_data_widest <- as_data(matrix(1:90, ncol = 90))
#> ℹ Initialising python and checking dependencies, this may take a moment.
#> ✔ Initialising python and checking dependencies ... done!
#> 
as_tibble(ga_data_widest)
#> # A tibble: 1 × 90
#>      V1    V2    V3    V4    V5    V6    V7    V8    V9   V10   V11   V12   V13
#>   <int> <int> <int> <int> <int> <int> <int> <int> <int> <int> <int> <int> <int>
#> 1     1     2     3     4     5     6     7     8     9    10    11    12    13
#> # ℹ 77 more variables: V14 <int>, V15 <int>, V16 <int>, V17 <int>, V18 <int>,
#> #   V19 <int>, V20 <int>, V21 <int>, V22 <int>, V23 <int>, V24 <int>,
#> #   V25 <int>, V26 <int>, V27 <int>, V28 <int>, V29 <int>, V30 <int>,
#> #   V31 <int>, V32 <int>, V33 <int>, V34 <int>, V35 <int>, V36 <int>,
#> #   V37 <int>, V38 <int>, V39 <int>, V40 <int>, V41 <int>, V42 <int>,
#> #   V43 <int>, V44 <int>, V45 <int>, V46 <int>, V47 <int>, V48 <int>,
#> #   V49 <int>, V50 <int>, V51 <int>, V52 <int>, V53 <int>, V54 <int>, …

^{Created on 2024-07-30 with reprex v2.1.0}

Session info

``` r sessioninfo::session_info() #> ─ Session info ─────────────────────────────────────────────────────────────── #> setting value #> version R version 4.4.0 (2024-04-24) #> os macOS Sonoma 14.5 #> system aarch64, darwin20 #> ui X11 #> language (EN) #> collate en_US.UTF-8 #> ctype en_US.UTF-8 #> tz Australia/Hobart #> date 2024-07-30 #> pandoc 3.2.1 @ /opt/homebrew/bin/ (via rmarkdown) #> #> ─ Packages ─────────────────────────────────────────────────────────────────── #> package * version date (UTC) lib source #> base64enc 0.1-3 2015-07-28 [1] CRAN (R 4.4.0) #> callr 3.7.6 2024-03-25 [1] CRAN (R 4.4.0) #> cli 3.6.3 2024-06-21 [1] CRAN (R 4.4.0) #> coda 0.19-4.1 2024-01-31 [1] CRAN (R 4.4.0) #> codetools 0.2-20 2024-03-31 [2] CRAN (R 4.4.0) #> crayon 1.5.3 2024-06-20 [1] CRAN (R 4.4.0) #> digest 0.6.36 2024-06-23 [1] CRAN (R 4.4.0) #> evaluate 0.24.0 2024-06-10 [1] CRAN (R 4.4.0) #> fansi 1.0.6 2023-12-08 [1] CRAN (R 4.4.0) #> fastmap 1.2.0 2024-05-15 [1] CRAN (R 4.4.0) #> fs 1.6.4.9000 2024-06-26 [1] Github (r-lib/fs@714990b) #> future 1.33.2 2024-03-26 [1] CRAN (R 4.4.0) #> globals 0.16.3 2024-03-08 [1] CRAN (R 4.4.0) #> glue 1.7.0 2024-01-09 [1] CRAN (R 4.4.0) #> greta * 0.4.5.9000 2024-07-30 [1] local #> hms 1.1.3 2023-03-21 [1] CRAN (R 4.4.0) #> htmltools 0.5.8.1 2024-04-04 [1] CRAN (R 4.4.0) #> jsonlite 1.8.8 2023-12-04 [1] CRAN (R 4.4.0) #> knitr 1.48 2024-07-07 [1] CRAN (R 4.4.0) #> lattice 0.22-6 2024-03-20 [2] CRAN (R 4.4.0) #> lifecycle 1.0.4 2023-11-07 [1] CRAN (R 4.4.0) #> listenv 0.9.1 2024-01-29 [1] CRAN (R 4.4.0) #> magrittr 2.0.3 2022-03-30 [1] CRAN (R 4.4.0) #> Matrix 1.7-0 2024-03-22 [2] CRAN (R 4.4.0) #> parallelly 1.37.1 2024-02-29 [1] CRAN (R 4.4.0) #> pillar 1.9.0 2023-03-22 [1] CRAN (R 4.4.0) #> pkgconfig 2.0.3 2019-09-22 [1] CRAN (R 4.4.0) #> png 0.1-8 2022-11-29 [1] CRAN (R 4.4.0) #> prettyunits 1.2.0 2023-09-24 [1] CRAN (R 4.4.0) #> processx 3.8.4 2024-03-16 [1] CRAN (R 4.4.0) #> progress 1.2.3 2023-12-06 [1] CRAN (R 4.4.0) #> ps 1.7.7 2024-07-02 [1] CRAN (R 4.4.0) #> purrr 1.0.2 2023-08-10 [1] CRAN (R 4.4.0) #> R.cache 0.16.0 2022-07-21 [1] CRAN (R 4.4.0) #> R.methodsS3 1.8.2 2022-06-13 [1] CRAN (R 4.4.0) #> R.oo 1.26.0 2024-01-24 [1] CRAN (R 4.4.0) #> R.utils 2.12.3 2023-11-18 [1] CRAN (R 4.4.0) #> R6 2.5.1 2021-08-19 [1] CRAN (R 4.4.0) #> Rcpp 1.0.12 2024-01-09 [1] CRAN (R 4.4.0) #> reprex 2.1.0 2024-01-11 [1] CRAN (R 4.4.0) #> reticulate 1.36.1 2024-04-22 [1] CRAN (R 4.4.0) #> rlang 1.1.4 2024-06-04 [1] CRAN (R 4.4.0) #> rmarkdown 2.27 2024-05-17 [1] CRAN (R 4.4.0) #> rstudioapi 0.16.0 2024-03-24 [1] CRAN (R 4.4.0) #> sessioninfo 1.2.2 2021-12-06 [1] CRAN (R 4.4.0) #> styler 1.10.3 2024-04-07 [1] CRAN (R 4.4.0) #> tensorflow 2.16.0 2024-04-15 [1] CRAN (R 4.4.0) #> tfruns 1.5.3 2024-04-19 [1] CRAN (R 4.4.0) #> tibble * 3.2.1 2023-03-20 [1] CRAN (R 4.4.0) #> utf8 1.2.4 2023-10-22 [1] CRAN (R 4.4.0) #> vctrs 0.6.5 2023-12-01 [1] CRAN (R 4.4.0) #> whisker 0.4.1 2022-12-05 [1] CRAN (R 4.4.0) #> withr 3.0.0 2024-01-16 [1] CRAN (R 4.4.0) #> xfun 0.45 2024-06-16 [1] CRAN (R 4.4.0) #> yaml 2.3.9 2024-07-05 [1] CRAN (R 4.4.0) #> #> [1] /Users/nick/Library/R/arm64/4.4/library #> [2] /Library/Frameworks/R.framework/Versions/4.4-arm64/Resources/library #> #> ─ Python configuration ─────────────────────────────────────────────────────── #> python: /Users/nick/Library/r-miniconda-arm64/envs/greta-env-tf2/bin/python #> libpython: /Users/nick/Library/r-miniconda-arm64/envs/greta-env-tf2/lib/libpython3.11.dylib #> pythonhome: /Users/nick/Library/r-miniconda-arm64/envs/greta-env-tf2:/Users/nick/Library/r-miniconda-arm64/envs/greta-env-tf2 #> version: 3.11.9 | packaged by conda-forge | (main, Apr 19 2024, 18:34:54) [Clang 16.0.6 ] #> numpy: /Users/nick/Library/r-miniconda-arm64/envs/greta-env-tf2/lib/python3.11/site-packages/numpy #> numpy_version: 1.26.4 #> tensorflow: /Users/nick/Library/r-miniconda-arm64/envs/greta-env-tf2/lib/python3.11/site-packages/tensorflow #> #> NOTE: Python version was forced by use_python() function #> #> ────────────────────────────────────────────────────────────────────────────── ```

njtierney commented 3 months ago

User feedback from the group (thank you, @geryan!)

Print dimensions along the top (similar to tibble)
print the remaining rows (not just the remaining elements)

njtierney commented 3 months ago

Some interesting edge cases with printing when they exceed the default 10 elements.

library(greta)
#> 
#> Attaching package: 'greta'
#> The following objects are masked from 'package:stats':
#> 
#>     binomial, cov2cor, poisson
#> The following objects are masked from 'package:base':
#> 
#>     %*%, apply, backsolve, beta, chol2inv, colMeans, colSums, diag,
#>     eigen, forwardsolve, gamma, identity, rowMeans, rowSums, sweep,
#>     tapply
normal(0, 1, dim = c(10))
#> ℹ Initialising python and checking dependencies, this may take a moment.
#> ✔ Initialising python and checking dependencies ... done!
#> 
#> greta array <variable following a normal distribution>
#>       [,1]
#>  [1,]  ?  
#>  [2,]  ?  
#>  [3,]  ?  
#>  [4,]  ?  
#>  [5,]  ?  
#>  [6,]  ?  
#>  [7,]  ?  
#>  [8,]  ?  
#>  [9,]  ?  
#> [10,]  ?
#> 
normal(0, 1, dim = c(6, 2))
#> greta array <variable following a normal distribution>
#>      [,1] [,2]
#> [1,]  ?    ?  
#> [2,]  ?    ?  
#> [3,]  ?    ?  
#> [4,]  ?    ?  
#> [5,]  ?    ?  
#> [6,]  ?    ?
#> 
#> ℹ 2 more values
#> Use `print(n = ...)` to see more values
normal(0, 1, dim = c(3, 3))
#> greta array <variable following a normal distribution>
#> 
#>      [,1] [,2] [,3]
#> [1,]  ?    ?    ?  
#> [2,]  ?    ?    ?  
#> [3,]  ?    ?    ?
#> 
normal(0, 1, dim = c(3, 4))
#> greta array <variable following a normal distribution>
#>      [,1] [,2] [,3] [,4]
#> [1,]  ?    ?    ?    ?  
#> [2,]  ?    ?    ?    ?  
#> [3,]  ?    ?    ?    ?
#> 
#> ℹ 2 more values
#> Use `print(n = ...)` to see more values
normal(0, 1, dim = c(2, 3))
#> greta array <variable following a normal distribution>
#> 
#>      [,1] [,2] [,3]
#> [1,]  ?    ?    ?  
#> [2,]  ?    ?    ?
#> 
normal(0, 1, dim = c(2, 3, 2))
#> greta array <variable following a normal distribution>
#> , , 1
#> 
#>      [,1] [,2] [,3]
#> [1,]  ?    ?    ?  
#> [2,]  ?    ?    ?  
#> 
#> , , 2
#> 
#>      [,1] [,2] [,3]
#> [1,]  ?    ?    ?  
#> [2,]  ?    ?    ?
#> 
#> ℹ 2 more values
#> Use `print(n = ...)` to see more values

^{Created on 2024-08-12 with reprex v2.1.1}

Session info

``` r sessioninfo::session_info() #> ─ Session info ─────────────────────────────────────────────────────────────── #> setting value #> version R version 4.4.1 Patched (2024-07-08 r86915) #> os macOS Sonoma 14.5 #> system aarch64, darwin20 #> ui X11 #> language (EN) #> collate en_US.UTF-8 #> ctype en_US.UTF-8 #> tz Australia/Hobart #> date 2024-08-12 #> pandoc 3.2.1 @ /opt/homebrew/bin/ (via rmarkdown) #> #> ─ Packages ─────────────────────────────────────────────────────────────────── #> package * version date (UTC) lib source #> base64enc 0.1-3 2015-07-28 [1] CRAN (R 4.4.0) #> callr 3.7.6 2024-03-25 [1] CRAN (R 4.4.0) #> cli 3.6.3 2024-06-21 [1] CRAN (R 4.4.0) #> coda 0.19-4.1 2024-01-31 [1] CRAN (R 4.4.0) #> codetools 0.2-20 2024-03-31 [2] CRAN (R 4.4.1) #> crayon 1.5.3 2024-06-20 [1] CRAN (R 4.4.0) #> digest 0.6.36 2024-06-23 [1] CRAN (R 4.4.0) #> evaluate 0.24.0 2024-06-10 [1] CRAN (R 4.4.0) #> fastmap 1.2.0 2024-05-15 [1] CRAN (R 4.4.0) #> fs 1.6.4.9000 2024-06-26 [1] Github (r-lib/fs@714990b) #> future 1.34.0 2024-07-29 [1] CRAN (R 4.4.0) #> globals 0.16.3 2024-03-08 [1] CRAN (R 4.4.0) #> glue 1.7.0 2024-01-09 [1] CRAN (R 4.4.0) #> greta * 0.4.5.9000 2024-08-01 [1] local #> hms 1.1.3 2023-03-21 [1] CRAN (R 4.4.0) #> htmltools 0.5.8.1 2024-04-04 [1] CRAN (R 4.4.0) #> jsonlite 1.8.8 2023-12-04 [1] CRAN (R 4.4.0) #> knitr 1.48 2024-07-07 [1] CRAN (R 4.4.0) #> lattice 0.22-6 2024-03-20 [2] CRAN (R 4.4.1) #> lifecycle 1.0.4 2023-11-07 [1] CRAN (R 4.4.0) #> listenv 0.9.1 2024-01-29 [1] CRAN (R 4.4.0) #> magrittr 2.0.3 2022-03-30 [1] CRAN (R 4.4.0) #> Matrix 1.7-0 2024-04-26 [2] CRAN (R 4.4.1) #> parallelly 1.38.0 2024-07-27 [1] CRAN (R 4.4.0) #> pkgconfig 2.0.3 2019-09-22 [1] CRAN (R 4.4.0) #> png 0.1-8 2022-11-29 [1] CRAN (R 4.4.0) #> prettyunits 1.2.0 2023-09-24 [1] CRAN (R 4.4.0) #> processx 3.8.4 2024-03-16 [1] CRAN (R 4.4.0) #> progress 1.2.3 2023-12-06 [1] CRAN (R 4.4.0) #> ps 1.7.7 2024-07-02 [1] CRAN (R 4.4.0) #> R6 2.5.1 2021-08-19 [1] CRAN (R 4.4.0) #> Rcpp 1.0.13 2024-07-17 [1] CRAN (R 4.4.0) #> reprex 2.1.1 2024-07-06 [1] CRAN (R 4.4.0) #> reticulate 1.38.0 2024-06-19 [1] CRAN (R 4.4.0) #> rlang 1.1.4 2024-06-04 [1] CRAN (R 4.4.0) #> rmarkdown 2.27 2024-05-17 [1] CRAN (R 4.4.0) #> rstudioapi 0.16.0 2024-03-24 [1] CRAN (R 4.4.0) #> sessioninfo 1.2.2 2021-12-06 [1] CRAN (R 4.4.0) #> tensorflow 2.16.0 2024-04-15 [1] CRAN (R 4.4.0) #> tfruns 1.5.3 2024-04-19 [1] CRAN (R 4.4.0) #> vctrs 0.6.5 2023-12-01 [1] CRAN (R 4.4.0) #> whisker 0.4.1 2022-12-05 [1] CRAN (R 4.4.0) #> withr 3.0.1 2024-07-31 [1] CRAN (R 4.4.0) #> xfun 0.46 2024-07-18 [1] CRAN (R 4.4.0) #> yaml 2.3.10 2024-07-26 [1] CRAN (R 4.4.0) #> #> [1] /Users/nick/Library/R/arm64/4.4/library #> [2] /Library/Frameworks/R.framework/Versions/4.4-arm64/Resources/library #> #> ─ Python configuration ─────────────────────────────────────────────────────── #> python: /Users/nick/Library/r-miniconda-arm64/envs/greta-env-tf2/bin/python #> libpython: /Users/nick/Library/r-miniconda-arm64/envs/greta-env-tf2/lib/libpython3.10.dylib #> pythonhome: /Users/nick/Library/r-miniconda-arm64/envs/greta-env-tf2:/Users/nick/Library/r-miniconda-arm64/envs/greta-env-tf2 #> version: 3.10.14 | packaged by conda-forge | (main, Mar 20 2024, 12:51:49) [Clang 16.0.6 ] #> numpy: /Users/nick/Library/r-miniconda-arm64/envs/greta-env-tf2/lib/python3.10/site-packages/numpy #> numpy_version: 1.26.4 #> tensorflow: /Users/nick/Library/r-miniconda-arm64/envs/greta-env-tf2/lib/python3.10/site-packages/tensorflow #> #> NOTE: Python version was forced by use_python() function #> #> ────────────────────────────────────────────────────────────────────────────── ```

greta-dev / greta

greta array print method for many columns #656