module 'auditor' generation failed #86
Description
Hi I'm having problems with generating auditor page. Here's my reproducible example:
library(DALEX)
library(DALEXtra)
library(recipes)
library(workflows)
library(parsnip)
data <- DALEX::titanic_imputed
data$survived <- as.factor(data$survived)
rec <- recipe(survived ~ ., data = data) %>%
step_normalize(fare)
model <- decision_tree(tree_depth = 25) %>%
set_engine("rpart") %>%
set_mode("classification")
wflow <- workflow() %>%
add_recipe(rec) %>%
add_model(model)
model_fitted <- wflow %>%
fit(data = data)
explainer <- DALEXtra::explain_tidymodels(model_fitted, data = titanic_imputed, y = titanic_imputed$survived)
modelDown::modelDown(explainer)Output from the console:
[1] "Generating auditor..."
[1] "Generating model_performance..."
Saving 7 x 7 in image
Saving 7 x 7 in image
[1] "Generating variable_importance..."
Dołączanie pakietu: ‘kableExtra’
Następujący obiekt został zakryty z ‘package:dplyr’:
group_rows
Saving 7 x 7 in image
[1] "Generating variable_response..."
'variable_type' changed to 'categorical' due to lack of numerical variables.
Saving 7 x 7 in image
'variable_type' changed to 'categorical' due to lack of numerical variables.
Saving 7 x 7 in image
Saving 7 x 7 in image
Saving 7 x 7 in image
Saving 7 x 7 in image
'variable_type' changed to 'categorical' due to lack of numerical variables.
Saving 7 x 7 in image
Saving 7 x 7 in image
Saving 7 x 7 in image
Warning messages:
1: In value[[3L]](cond) :
Module 'auditor' generation failed. Skipping it.The detailed error is: Error in xy.coords(x, y, xlabel, ylabel, log): 'x' is a list, but does not have components 'x' and 'y'
My session info:
R version 4.1.2 (2021-11-01)
Platform: x86_64-w64-mingw32/x64 (64-bit)
Running under: Windows 10 x64 (build 19042)
Matrix products: default
locale:
[1] LC_COLLATE=Polish_Poland.1250 LC_CTYPE=Polish_Poland.1250 LC_MONETARY=Polish_Poland.1250
[4] LC_NUMERIC=C LC_TIME=Polish_Poland.1250
attached base packages:
[1] stats graphics grDevices utils datasets methods base
other attached packages:
[1] kableExtra_1.3.4 ggplot2_3.3.5 modelDown_1.1 parsnip_0.1.7 workflows_0.2.4 recipes_0.1.17
[7] dplyr_1.0.8 DALEXtra_2.2.0 DALEX_2.4.0
loaded via a namespace (and not attached):
[1] colorspace_2.0-2 ellipsis_0.3.2 class_7.3-19 rprojroot_2.0.2 fs_1.5.0
[6] rstudioapi_0.13 farver_2.1.0 listenv_0.8.0 remotes_2.4.2 ggrepel_0.9.1
[11] bit64_4.0.5 prodlim_2019.11.13 fansi_0.5.0 lubridate_1.8.0 xml2_1.3.3
[16] codetools_0.2-18 splines_4.1.2 mnormt_2.0.2 cachem_1.0.6 knitr_1.37
[21] pkgload_1.2.4 jsonlite_1.8.0 auditor_1.3.3 png_0.1-7 compiler_4.1.2
[26] httr_1.4.2 assertthat_0.2.1 Matrix_1.3-4 fastmap_1.1.0 cli_3.1.0
[31] htmltools_0.5.2 prettyunits_1.1.1 tools_4.1.2 gtable_0.3.0 glue_1.6.1
[36] rappdirs_0.3.3 Rcpp_1.0.8 vctrs_0.3.8 nlme_3.1-153 svglite_2.1.0
[41] psych_2.2.3 timeDate_3043.102 gower_0.2.2 xfun_0.29 stringr_1.4.0
[46] globals_0.14.0 ps_1.6.0 testthat_3.1.0 rvest_1.0.2 lifecycle_1.0.1
[51] devtools_2.4.3 future_1.23.0 MASS_7.3-54 scales_1.2.0 ipred_0.9-12
[56] ragg_1.2.2 flock_0.7 parallel_4.1.2 memoise_2.0.1 reticulate_1.24
[61] gridExtra_2.3 rpart_4.1-15 stringi_1.7.6 RSQLite_2.2.12 highr_0.9
[66] desc_1.4.1 archivist_2.3.6 hnp_1.2-6 hardhat_0.1.6 pkgbuild_1.3.1
[71] lava_1.6.10 rlang_1.0.1 pkgconfig_2.0.3 systemfonts_1.0.4 bitops_1.0-7
[76] evaluate_0.15 lattice_0.20-45 purrr_0.3.4 labeling_0.4.2 bit_4.0.4
[81] tidyselect_1.1.2 processx_3.5.2 parallelly_1.28.1 magrittr_2.0.2 R6_2.5.1
[86] generics_0.1.1 DBI_1.1.1 pillar_1.7.0 whisker_0.4 withr_2.5.0
[91] survival_3.2-13 RCurl_1.98-1.6 nnet_7.3-16 tibble_3.1.5 future.apply_1.8.1
[96] crayon_1.5.1 utf8_1.2.2 tmvnsim_1.0-2 rmarkdown_2.11 ingredients_2.2.0
[101] usethis_2.1.5 grid_4.1.2 blob_1.2.2 callr_3.7.0 digest_0.6.29
[106] webshot_0.5.3 tidyr_1.2.0 textshaping_0.3.6 munsell_0.5.0 viridisLite_0.4.0
[111] sessioninfo_1.2.2
If that can help, I am also having same errors when creating models and explainers from ranger and randomForest directly without tidymodels.
Thanks for any help