R: Reduce sessionInfo output - r

sessionInfo() prints the below:
R version 3.4.3 (2017-11-30)
Platform: x86_64-w64-mingw32/x64 (64-bit)
Running under: Windows >= 8 x64 (build 9200)
Matrix products: default
locale:
[1] LC_COLLATE=English_United Kingdom.1252 LC_CTYPE=English_United Kingdom.1252
[3] LC_MONETARY=English_United Kingdom.1252 LC_NUMERIC=C
[5] LC_TIME=English_United Kingdom.1252
attached base packages:
[1] stats graphics grDevices utils datasets methods base
other attached packages:
[1] ggmap_2.7.900 gdtools_0.1.7 bindrcpp_0.2 crosstalk_1.0.0
[5] leaflet_1.1.0 networkD3_0.4 d3heatmap_0.6.1.2 dygraphs_1.1.1.4
[9] ggiraph_0.4.2 plotly_4.7.1 ggplot2_2.2.1.9000 highcharter_0.5.0
[13] formattable_0.2.0.1 DT_0.4 kableExtra_0.7.0 stringr_1.3.0
[17] tidyr_0.8.0 dplyr_0.7.4 markdown_0.8 bookdown_0.7
[21] rmarkdown_1.9 knitr_1.20
loaded via a namespace (and not attached):
[1] nlme_3.1-131.1 bitops_1.0-6 xts_0.10-2 devtools_1.13.5
[5] lubridate_1.7.3 RColorBrewer_1.1-2 httr_1.3.1 rprojroot_1.3-2
[9] tools_3.4.3 backports_1.1.2 R6_2.2.2 lazyeval_0.2.1
[13] colorspace_1.3-2 sp_1.2-7 withr_2.1.2 mnormt_1.5-5
[17] git2r_0.21.0 curl_3.1 compiler_3.4.3 rvest_0.3.2
[21] xml2_1.2.0 officer_0.2.2 labeling_0.3 scales_0.5.0.9000
[25] psych_1.7.8 readr_1.1.1 digest_0.6.15 foreign_0.8-69
[29] R.utils_2.6.0 jpeg_0.1-8 base64enc_0.1-3 pkgconfig_2.0.1
[33] htmltools_0.3.6 maps_3.2.0 highr_0.6 rvg_0.1.8
[37] htmlwidgets_1.0 rlang_0.2.0.9001 TTR_0.23-3 quantmod_0.4-12
[41] xaringan_0.6 shiny_1.0.5 bindr_0.1.1 zoo_1.8-1
[45] jsonlite_1.5 zip_1.0.0 R.oo_1.21.0 magrittr_1.5
[49] rlist_0.4.6.1 geosphere_1.5-7 Rcpp_0.12.16 munsell_0.4.3
[53] proto_1.0.0 R.methodsS3_1.7.1 stringi_1.1.7 yaml_2.1.18
[57] plyr_1.8.4 grid_3.4.3 parallel_3.4.3 lattice_0.20-35
[61] mapproj_1.2-5 hms_0.4.2 pillar_1.2.1 igraph_1.2.1
[65] uuid_0.1-2 rjson_0.2.15 reshape2_1.4.3 glue_1.2.0
[69] evaluate_0.10.1 data.table_1.10.4-3 png_0.1-7 httpuv_1.3.6.2
[73] RgoogleMaps_1.4.1 gtable_0.2.0 purrr_0.2.4 assertthat_0.2.0
[77] xfun_0.1 mime_0.5 xtable_1.8-2 broom_0.4.3
[81] viridisLite_0.3.0 tibble_1.4.2 memoise_1.1.0
This is too much information. How can I skip the last category (loaded via a namespace (and not attached):) ?

You can remove an item from sessionInfo(), which is a list with a class attribute then use the relevant method to print the resulting object:
getS3method("print","sessionInfo")(sessionInfo()[-7])
R version 3.4.1 (2017-06-30)
Platform: x86_64-w64-mingw32/x64 (64-bit)
Running under: Windows >= 8 x64 (build 9200)
Matrix products: default
locale:
[1] LC_COLLATE=French_France.1252 LC_CTYPE=French_France.1252 LC_MONETARY=French_France.1252
[4] LC_NUMERIC=C LC_TIME=French_France.1252
attached base packages:
[1] stats graphics grDevices utils datasets methods base
other attached packages:
[1] data.table_1.10.4 tidytext_0.1.8 bindrcpp_0.2 dplyr_0.7.4 readr_1.1.1 tidyr_0.7.2
[7] tibble_1.3.4 ggplot2_2.2.1 tidyverse_1.1.1 purrr_0.2.4 grofit_1.1.1-1 swirl_2.4.3
[13] lobstr_0.0.0.9000 Rcpp_0.12.16 rlang_0.2.0
This also works with same output:
utils:::print.sessionInfo(sessionInfo()[-7]) # thanks #r2evans
or
`class<-`(sessionInfo()[-7],"sessionInfo")
To know which part to remove from output, check:
names(sessionInfo())
[1] "R.version" "platform" "locale" "running" "basePkgs" "otherPkgs" "loadedOnly" "matprod" "BLAS"
[10] "LAPACK"

If you read ?sessionInfo, you will see that it returns an object of "sessionInfo", which is really just a named list with a lot of "stuff". Unfortunately, the only argument (package=NULL) does not limit to what you want.
When you realize that it returns a classed list, then you can start looking for print.sessionInfo, R's mechanism for class-specific function. I looked for it and didn't find it, but if you look closer into its package, you'll see utils:::print.sessionInfo. It's source is actually quite readable (not long and obfuscated).
I suggest you copy that function, remove 4 of the last 5 lines, and use it. For instance:
mySIprint <- function(x, locale = TRUE, ...) {
mkLabel <- function(L, n) {
vers <- sapply(L[[n]], function(x) x[["Version"]])
pkg <- sapply(L[[n]], function(x) x[["Package"]])
paste(pkg, vers, sep = "_")
}
# ... don't forget this code that I'm snipping out for brevity
if (!is.null(x$otherPkgs)) {
cat("\nother attached packages:\n")
print(mkLabel(x, "otherPkgs"), quote = FALSE, ...)
}
#if (!is.null(x$loadedOnly)) {
# cat("\nloaded via a namespace (and not attached):\n")
# print(mkLabel(x, "loadedOnly"), quote = FALSE, ...)
#}
invisible(x)
}
mySIprint(sessionInfo())
# R version 3.4.3 (2017-11-30)
# Platform: x86_64-w64-mingw32/x64 (64-bit)
# Running under: Windows 10 x64 (build 16299)
#
# Matrix products: default
#
# locale:
# [1] LC_COLLATE=English_United States.1252
# [2] LC_CTYPE=English_United States.1252
# [3] LC_MONETARY=English_United States.1252
# [4] LC_NUMERIC=C
# [5] LC_TIME=English_United States.1252
#
# attached base packages:
# [1] stats graphics grDevices utils datasets methods base
#
# other attached packages:
# [1] ggplot2_2.2.1 microbenchmark_1.4-4 readr_1.1.1
# [4] bindrcpp_0.2 dplyr_0.7.4 tidyr_0.7.2
# [7] testthat_2.0.0 plumber_0.4.4 r2_0.6.0

Related

could not find function "dbconnect" in R

I am running RStudio Version 1.4.1106 and R 4.0.4. Additionally, have deleted the following packages and reinstalled them; odbc, DBI, and data.table. Next, I load them (library(odbc) and library(DBI)) and so on. However, when I run the following command, I still get the following error. What else do I need to do
Error in dbConnect(odbc::odbc(), "DB") :
could not find function "dbConnect"
sessioninfo() gives the following result
R version 4.0.4 (2021-02-15)
Platform: x86_64-w64-mingw32/x64 (64-bit)
Running under: Windows 10 x64 (build 18363)
Matrix products: default
locale:
[1] LC_COLLATE=English_United States.1252
[2] LC_CTYPE=English_United States.1252
[3] LC_MONETARY=English_United States.1252
[4] LC_NUMERIC=C
[5] LC_TIME=English_United States.1252
attached base packages:
[1] stats graphics grDevices utils datasets methods base
other attached packages:
[1] DBI_1.1.1 odbc_1.3.0
loaded via a namespace (and not attached):
[1] Rcpp_1.0.5 rstudioapi_0.11 magrittr_1.5 hms_0.5.3
[5] bit_4.0.4 tidyselect_1.1.0 munsell_0.5.0 colorspace_1.4-1
[9] R6_2.4.1 rlang_0.4.8 fansi_0.4.1 blob_1.2.1
[13] dplyr_1.0.2 tools_4.0.4 grid_4.0.4 gtable_0.3.0
[17] xfun_0.19 tinytex_0.27 cli_2.1.0 ellipsis_0.3.1
[21] bit64_4.0.5 assertthat_0.2.1 tibble_3.0.4 lifecycle_0.2.0
[25] crayon_1.3.4 purrr_0.3.4 ggplot2_3.3.2 vctrs_0.3.4
[29] glue_1.4.2 compiler_4.0.4 pillar_1.4.6 generics_0.0.2
[33] scales_1.1.1 pkgconfig_2.0.3
>

Working code stopped working when reloading rStudio

I have several chunks of code that use pipes and many of them have stopped working when I reloaded rStudio that did not happen before. The following code was working before:
library(dplyr)
df <- data.frame(a = c("A", "B", "A","B" ,"A" ,"B"), b = c(1, 2, 3,4,5,6))
df %>% count(a)
but now it tells me Error in UseMethod("as.quoted") : no applicable method for 'as.quoted' applied to an object of class "function" has to be written as:
count(df$a)
or:
df %>% count(vars="a")
any ideas on what I could have done? rStudio says it's up to date, I'm using R 3.6.1 and I also tried reinstalling dplyr.
EDIT:
here is information from sessionInfo()
R version 3.6.1 (2019-07-05)
Platform: x86_64-w64-mingw32/x64 (64-bit)
Running under: Windows 10 x64 (build 18363)
Matrix products: default
locale:
[1] LC_COLLATE=English_United States.1252
[2] LC_CTYPE=English_United States.1252
[3] LC_MONETARY=English_United States.1252
[4] LC_NUMERIC=C
[5] LC_TIME=English_United States.1252
attached base packages:
[1] stats graphics grDevices utils datasets methods base
other attached packages:
[1] shiny_1.4.0 lubridate_1.7.4 tidyr_1.0.0 plyr_1.8.4
[5] dplyr_0.8.3
loaded via a namespace (and not attached):
[1] Rcpp_1.0.3 rstudioapi_0.10 knitr_1.26 magrittr_1.5
[5] tidyselect_0.2.5 xtable_1.8-4 R6_2.4.1 rlang_0.4.2
[9] fastmap_1.0.1 stringr_1.4.0 tools_3.6.1 xfun_0.11
[13] htmltools_0.4.0 assertthat_0.2.1 digest_0.6.23 tibble_2.1.3
[17] lifecycle_0.1.0 crayon_1.3.4 later_1.0.0 purrr_0.3.3
[21] promises_1.1.0 vctrs_0.2.0 rsconnect_0.8.15 zeallot_0.1.0
[25] mime_0.7 glue_1.3.1 stringi_1.4.3 compiler_3.6.1
[29] pillar_1.4.2 backports_1.1.5 httpuv_1.5.2 pkgconfig_2.0.3

Error when connecting sparklyr to local

I'm trying to run sparklyr from my local environment to replicate a production environment. However, I can't even get started. I successfully installed the latest version of Spark using spark_install(), but when trying to run spark_connect() I get this vague and unhelpful error.
> library(sparklyr)
> spark_installed_versions()
spark hadoop dir
1 2.3.1 2.7 C:\\Users\\...\\AppData\\Local/spark/spark-2.3.1-bin-hadoop2.7
> spark_connect(master = "local")
Error in if (is.na(a)) return(-1L) : argument is of length zero
Here is what my session info looks like.
> sessionInfo()
R version 3.5.0 (2018-04-23)
Platform: x86_64-w64-mingw32/x64 (64-bit)
Running under: Windows 7 x64 (build 7601) Service Pack 1
Matrix products: default
locale:
[1] LC_COLLATE=English_United States.1252 LC_CTYPE=English_United States.1252
[3] LC_MONETARY=English_United States.1252 LC_NUMERIC=C
[5] LC_TIME=English_United States.1252
attached base packages:
[1] stats graphics grDevices utils datasets methods base
other attached packages:
[1] sparklyr_0.8.4.9003
loaded via a namespace (and not attached):
[1] Rcpp_0.12.17 dbplyr_1.2.1 compiler_3.5.0 pillar_1.2.3 later_0.7.3
[6] plyr_1.8.4 bindr_0.1.1 base64enc_0.1-3 tools_3.5.0 digest_0.6.15
[11] jsonlite_1.5 tibble_1.4.2 nlme_3.1-137 lattice_0.20-35 pkgconfig_2.0.1
[16] rlang_0.2.1 psych_1.8.4 shiny_1.1.0 DBI_1.0.0 rstudioapi_0.7
[21] yaml_2.1.19 parallel_3.5.0 bindrcpp_0.2.2 stringr_1.3.1 dplyr_0.7.5
[26] httr_1.3.1 rappdirs_0.3.1 rprojroot_1.3-2 grid_3.5.0 tidyselect_0.2.4
[31] glue_1.2.0 R6_2.2.2 foreign_0.8-70 reshape2_1.4.3 purrr_0.2.5
[36] tidyr_0.8.1 magrittr_1.5 backports_1.1.2 promises_1.0.1 htmltools_0.3.6
[41] assertthat_0.2.0 mnormt_1.5-5 mime_0.5 xtable_1.8-2 httpuv_1.4.3
[46] config_0.3 stringi_1.1.7 lazyeval_0.2.1 broom_0.4.4
Well, with a bit of guessing I was able to solve my problem. I had to specify the "SPARK_HOME" environment manually.
spark_installed_versions()[1, 3] %>% spark_home_set()

R: How I can encode in twitteR package?

I have been struggling with encoding in twitteR.
The code below is the one I tried.
query <- list()
query <- c(query, "xxx")
query <- c(query, "xxx2")
for(i in 1:length(query)){
result<-searchTwitter(query[i],n=500, resultType ="recent",lang="en")
seo_tweets <- c(tweets,result)
seo_tweets <- unique(tweets)
}
But it ended up fetching the garbage data such as: Motor at #IAA2017 \xed��\xed�� https://t.c.
I have tried this code as well, but it did not work at all.
Sys.setlocale(category = "LC_ALL", locale = "English_United States.1252")
How can I solve this issue? Here's sessioninfo
sessionInfo()
R version 3.4.1 (2017-06-30)
Platform: x86_64-w64-mingw32/x64 (64-bit)
Running under: Windows >= 8 x64 (build 9200)
Matrix products: default
locale:
[1] LC_COLLATE=English_United States.1252 LC_CTYPE=English_United States.1252 LC_MONETARY=English_United States.1252
[4] LC_NUMERIC=C LC_TIME=English_United States.1252
attached base packages:
[1] stats graphics grDevices utils datasets methods base
other attached packages:
[1] wordcloud_2.5 RColorBrewer_1.1-2 tm_0.7-1 NLP_0.1-11 stringr_1.2.0 h2o_3.10.5.3 rvest_0.3.2
[8] xml2_1.1.1 ggmap_2.6.1 ggplot2_2.2.1 twitteR_1.1.8 base64enc_0.1-3 ROAuth_0.9.6 ROCR_1.0-7
[15] gplots_3.0.1
loaded via a namespace (and not attached):
[1] gtools_3.5.0 slam_0.1-40 reshape2_1.4.2 lattice_0.20-35 colorspace_1.3-2 rlang_0.1.1 withr_2.0.0
[8] DBI_0.7 selectr_0.3-1 sp_1.2-5 bit64_0.9-7 jpeg_0.1-8 plyr_1.8.4 munsell_0.4.3
[15] gtable_0.2.0 devtools_1.13.3 caTools_1.17.1 RgoogleMaps_1.4.1 mapproj_1.2-5 memoise_1.1.0 curl_2.8.1
[22] parallel_3.4.1 proto_1.0.0 Rcpp_0.12.12 KernSmooth_2.23-15 geosphere_1.5-5 openssl_0.9.6 scales_0.4.1
[29] gdata_2.18.0 jsonlite_1.5 bit_1.1-12 rjson_0.2.15 png_0.1-7 digest_0.6.12 stringi_1.1.5
[36] grid_3.4.1 tools_3.4.1 bitops_1.0-6 magrittr_1.5 maps_3.2.0 lazyeval_0.2.0 RCurl_1.95-4.8
[43] tibble_1.3.3 httr_1.3.1 R6_2.2.2 git2r_0.19.0 compiler_3.4.1
Thank you.

Error training earth models in R - ForwardPassR

I'm using caret to train earth models like so:
test <- train(Y ~ X1+X2,table.needed,method = "earth")
which worked fine previously. However, now I am getting the following error:
Error in .C("ForwardPassR", fullset = as.integer(fullset), bx = matrix(0, :
"ForwardPassR" not available for .C() for package "earth"
This also happens when I call earth directly:
earth(Y ~ X1+X2,data = table.needed)
From other questions, I surmise that this is something with the underlying C - does anyone know how to fix the error and get the package running again?
I've attached the sessionInfo() call below:
R version 3.4.0 (2017-04-21)
Platform: x86_64-w64-mingw32/x64 (64-bit)
Running under: Windows Server >= 2012 x64 (build 9200)
Matrix products: default
locale:
[1] LC_COLLATE=English_United States.1252 LC_CTYPE=English_United States.1252 LC_MONETARY=English_United States.1252
[4] LC_NUMERIC=C LC_TIME=English_United States.1252
attached base packages:
[1] parallel stats graphics grDevices utils datasets methods base
other attached packages:
[1] randomForest_4.6-12 broom_0.4.2 timekit_0.3.0 readr_1.1.1 hts_5.0
[6] matrixcalc_1.0-3 Matrix_1.2-9 SparseM_1.77 forecast_8.0 earth_4.5.0
[11] plotmo_3.3.3 TeachingDemos_2.10 plotrix_3.6-5 doParallel_1.0.10 iterators_1.0.8
[16] foreach_1.4.3 prophet_0.1.1 Rcpp_0.12.11 zoo_1.8-0 caretEnsemble_2.0.0
[21] caret_6.0-76 ggplot2_2.2.1 lattice_0.20-35 reshape2_1.4.2 dtplyr_0.0.2
[26] data.table_1.10.4 dplyr_0.5.0
loaded via a namespace (and not attached):
[1] tidyr_0.6.3 psych_1.7.5 assertthat_0.2.0 digest_0.6.12 lmtest_0.9-35
[6] R6_2.2.1 plyr_1.8.4 MatrixModels_0.4-1 stats4_3.4.0 rlang_0.1.1
[11] lazyeval_0.2.0 minqa_1.2.4 car_2.1-4 fracdiff_1.4-2 TTR_0.23-1
[16] nloptr_1.0.4 splines_3.4.0 lme4_1.1-13 foreign_0.8-68 stringr_1.2.0
[21] munsell_0.4.3 compiler_3.4.0 rstan_2.15.1 mnormt_1.5-5 mgcv_1.8-17
[26] nnet_7.3-12 tibble_1.3.3 gridExtra_2.2.1 quadprog_1.5-5 codetools_0.2-15
[31] MASS_7.3-47 ModelMetrics_1.1.0 grid_3.4.0 nlme_3.1-131 gtable_0.2.0
[36] DBI_0.6-1 magrittr_1.5 StanHeaders_2.15.0-1 scales_0.4.1 quantmod_0.4-9
[41] stringi_1.1.5 pbapply_1.3-2 tseries_0.10-41 timeDate_3012.100 xts_0.9-7
[46] tools_3.4.0 hms_0.3 pbkrtest_0.4-7 inline_0.3.14 colorspace_1.3-2
[51] quantreg_5.33
There is no version information about the earth package.
Anyway, I encounter with the same error with earth_4.5.0 and the error disappears when I update it to earth_4.5.1.
So I suggest you update or reinstall the package.

Resources