library(tibble)
library(tidyverse)
ihr_car_ratio <- greta::uniform(0,1)
#> ℹ Initialising python and checking dependencies, this may take a moment.
#> ✔ Initialising python and checking dependencies ... done!
#>
ihr_car_ratio
#> greta array (variable following a uniform distribution)
#>
#> [,1]
#> [1,] ?
greta_data <- tibble(
x = 1:10,
car_ratio = ihr_car_ratio
)
# print method in a tibble is overwritten somehow
greta_data
#> # A tibble: 10 × 2
#> x car_ratio[,1]
#> <int> <gret_rry[,1]>
#> 1 1 NA
#> 2 2 car_ratio[,1]
#> 3 3 <gret_rry[,1]>
#> 4 4 NA
#> 5 5 car_ratio[,1]
#> 6 6 <gret_rry[,1]>
#> 7 7 NA
#> 8 8 car_ratio[,1]
#> 9 9 <gret_rry[,1]>
#> 10 10 NA
# the data is still a normal greta uniform however
greta_data$car_ratio
#> greta array (variable following a uniform distribution)
#>
#> [,1]
#> [1,] ?
# you can do greta-things with it!
greta_data |>
mutate(
samples = greta::calculate(car_ratio, nsim = 1),
samples_dbl = as.numeric(samples)
)
#> # A tibble: 10 × 4
#> x car_ratio[,1] samples samples_dbl
#> <int> <gret_rry[,1]> <named list> <dbl>
#> 1 1 NA <dbl [1 × 1 × 1]> 0.223
#> 2 2 car_ratio[,1] <dbl [1 × 1 × 1]> 0.223
#> 3 3 <gret_rry[,1]> <dbl [1 × 1 × 1]> 0.223
#> 4 4 NA <dbl [1 × 1 × 1]> 0.223
#> 5 5 car_ratio[,1] <dbl [1 × 1 × 1]> 0.223
#> 6 6 <gret_rry[,1]> <dbl [1 × 1 × 1]> 0.223
#> 7 7 NA <dbl [1 × 1 × 1]> 0.223
#> 8 8 car_ratio[,1] <dbl [1 × 1 × 1]> 0.223
#> 9 9 <gret_rry[,1]> <dbl [1 × 1 × 1]> 0.223
#> 10 10 NA <dbl [1 × 1 × 1]> 0.223
Created on 2024-04-30 with reprex v2.1.0
Session info
sessioninfo::session_info()
#> ─ Session info ───────────────────────────────────────────────────────────────
#> setting value
#> version R version 4.3.3 (2024-02-29)
#> os macOS Sonoma 14.3.1
#> system aarch64, darwin20
#> ui X11
#> language (EN)
#> collate en_US.UTF-8
#> ctype en_US.UTF-8
#> tz Australia/Hobart
#> date 2024-04-30
#> pandoc 3.1.1 @ /Applications/RStudio.app/Contents/Resources/app/quarto/bin/tools/ (via rmarkdown)
#>
#> ─ Packages ───────────────────────────────────────────────────────────────────
#> package * version date (UTC) lib source
#> backports 1.4.1 2021-12-13 [1] CRAN (R 4.3.0)
#> base64enc 0.1-3 2015-07-28 [1] CRAN (R 4.3.0)
#> callr 3.7.6 2024-03-25 [1] CRAN (R 4.3.1)
#> cli 3.6.2 2023-12-11 [1] CRAN (R 4.3.1)
#> coda 0.19-4.1 2024-01-31 [2] CRAN (R 4.3.1)
#> codetools 0.2-20 2024-03-31 [2] CRAN (R 4.3.1)
#> colorspace 2.1-0 2023-01-23 [1] CRAN (R 4.3.0)
#> crayon 1.5.2 2022-09-29 [1] CRAN (R 4.3.0)
#> digest 0.6.35 2024-03-11 [1] CRAN (R 4.3.1)
#> dplyr * 1.1.4 2023-11-17 [1] CRAN (R 4.3.1)
#> evaluate 0.23 2023-11-01 [1] CRAN (R 4.3.1)
#> fansi 1.0.6 2023-12-08 [1] CRAN (R 4.3.1)
#> fastmap 1.1.1 2023-02-24 [1] CRAN (R 4.3.0)
#> forcats * 1.0.0 2023-01-29 [1] CRAN (R 4.3.0)
#> fs 1.6.3 2023-07-20 [1] CRAN (R 4.3.0)
#> future 1.33.2 2024-03-26 [1] CRAN (R 4.3.1)
#> generics 0.1.3 2022-07-05 [1] CRAN (R 4.3.0)
#> ggplot2 * 3.5.0 2024-02-23 [1] CRAN (R 4.3.1)
#> globals 0.16.3 2024-03-08 [1] CRAN (R 4.3.1)
#> glue 1.7.0 2024-01-09 [1] CRAN (R 4.3.1)
#> greta 0.4.4.9000 2024-04-30 [1] local
#> gtable 0.3.4 2023-08-21 [1] CRAN (R 4.3.0)
#> hms 1.1.3 2023-03-21 [1] CRAN (R 4.3.0)
#> htmltools 0.5.8.1 2024-04-04 [1] CRAN (R 4.3.1)
#> jsonlite 1.8.8 2023-12-04 [1] CRAN (R 4.3.1)
#> knitr 1.45 2023-10-30 [1] CRAN (R 4.3.1)
#> lattice 0.22-6 2024-03-20 [1] CRAN (R 4.3.1)
#> lifecycle 1.0.4 2023-11-07 [1] CRAN (R 4.3.1)
#> listenv 0.9.1 2024-01-29 [2] CRAN (R 4.3.1)
#> lubridate * 1.9.3 2023-09-27 [1] CRAN (R 4.3.1)
#> magrittr 2.0.3 2022-03-30 [1] CRAN (R 4.3.0)
#> Matrix 1.6-5 2024-01-11 [1] CRAN (R 4.3.1)
#> munsell 0.5.1 2024-04-01 [1] CRAN (R 4.3.1)
#> parallelly 1.37.1 2024-02-29 [1] CRAN (R 4.3.1)
#> pillar 1.9.0 2023-03-22 [1] CRAN (R 4.3.0)
#> pkgconfig 2.0.3 2019-09-22 [1] CRAN (R 4.3.0)
#> png 0.1-8 2022-11-29 [1] CRAN (R 4.3.0)
#> prettyunits 1.2.0 2023-09-24 [1] CRAN (R 4.3.1)
#> processx 3.8.4 2024-03-16 [1] CRAN (R 4.3.1)
#> progress 1.2.3 2023-12-06 [1] CRAN (R 4.3.1)
#> ps 1.7.6 2024-01-18 [1] CRAN (R 4.3.1)
#> purrr * 1.0.2 2023-08-10 [1] CRAN (R 4.3.0)
#> R.cache 0.16.0 2022-07-21 [2] CRAN (R 4.3.0)
#> R.methodsS3 1.8.2 2022-06-13 [2] CRAN (R 4.3.0)
#> R.oo 1.26.0 2024-01-24 [2] CRAN (R 4.3.1)
#> R.utils 2.12.3 2023-11-18 [2] CRAN (R 4.3.1)
#> R6 2.5.1 2021-08-19 [1] CRAN (R 4.3.0)
#> Rcpp 1.0.12 2024-01-09 [1] CRAN (R 4.3.1)
#> readr * 2.1.5 2024-01-10 [1] CRAN (R 4.3.1)
#> reprex 2.1.0 2024-01-11 [2] CRAN (R 4.3.1)
#> reticulate 1.36.0 2024-04-15 [2] CRAN (R 4.3.1)
#> rlang 1.1.3 2024-01-10 [1] CRAN (R 4.3.1)
#> rmarkdown 2.26 2024-03-05 [1] CRAN (R 4.3.1)
#> rstudioapi 0.16.0 2024-03-24 [1] CRAN (R 4.3.1)
#> scales 1.3.0 2023-11-28 [1] CRAN (R 4.3.1)
#> sessioninfo 1.2.2 2021-12-06 [2] CRAN (R 4.3.0)
#> stringi 1.8.3 2023-12-11 [1] CRAN (R 4.3.1)
#> stringr * 1.5.1 2023-11-14 [1] CRAN (R 4.3.1)
#> styler 1.10.3 2024-04-07 [2] CRAN (R 4.3.1)
#> tensorflow 2.16.0 2024-04-15 [2] CRAN (R 4.3.1)
#> tfautograph 0.3.2 2021-09-17 [2] CRAN (R 4.3.0)
#> tfruns 1.5.2 2024-01-26 [2] CRAN (R 4.3.1)
#> tibble * 3.2.1 2023-03-20 [1] CRAN (R 4.3.0)
#> tidyr * 1.3.1 2024-01-24 [1] CRAN (R 4.3.1)
#> tidyselect 1.2.1 2024-03-11 [1] CRAN (R 4.3.1)
#> tidyverse * 2.0.0 2023-02-22 [2] CRAN (R 4.3.0)
#> timechange 0.3.0 2024-01-18 [1] CRAN (R 4.3.1)
#> tzdb 0.4.0 2023-05-12 [1] CRAN (R 4.3.0)
#> utf8 1.2.4 2023-10-22 [1] CRAN (R 4.3.1)
#> vctrs 0.6.5 2023-12-01 [1] CRAN (R 4.3.1)
#> whisker 0.4.1 2022-12-05 [1] CRAN (R 4.3.0)
#> withr 3.0.0 2024-01-16 [1] CRAN (R 4.3.1)
#> xfun 0.43 2024-03-25 [1] CRAN (R 4.3.1)
#> yaml 2.3.8 2023-12-11 [1] CRAN (R 4.3.1)
#>
#> [1] /Users/nick/Library/R/arm64/4.3/library
#> [2] /Library/Frameworks/R.framework/Versions/4.3-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/libpython3.9.dylib
#> pythonhome: /Users/nick/Library/r-miniconda-arm64/envs/greta-env-tf2:/Users/nick/Library/r-miniconda-arm64/envs/greta-env-tf2
#> version: 3.9.18 | packaged by conda-forge | (main, Dec 23 2023, 16:35:41) [Clang 16.0.6 ]
#> numpy: /Users/nick/Library/r-miniconda-arm64/envs/greta-env-tf2/lib/python3.9/site-packages/numpy
#> numpy_version: 1.26.4
#> tensorflow: /Users/nick/Library/r-miniconda-arm64/envs/greta-env-tf2/lib/python3.9/site-packages/tensorflow
#>
#> NOTE: Python version was forced by use_python() function
#>
#> ──────────────────────────────────────────────────────────────────────────────