Privacy control levels | Permitted functions
Package: dsTidyverse 1.2.2
Tim Cadman
dsTidyverse: 'DataSHIELD' 'Tidyverse' Server-Side Package
Implementation of selected 'Tidyverse' functions within 'DataSHIELD', an open-source federated analysis solution in R. Currently, DataSHIELD contains very limited tools for data manipulation, so the aim of this package is to improve the researcher experience by implementing essential functions for data manipulation, including subsetting, filtering, grouping, and renaming variables. This is the server-side package which should be installed on the server holding the data, and is used in conjunction with the client-side package 'dsTidyverseClient' which is installed in the local R environment of the analyst. For more information, see <https://tidyverse.org/> and <https://datashield.org/>.
Authors:
dsTidyverse_1.2.2.tar.gz
dsTidyverse_1.2.2.zip(r-4.7)dsTidyverse_1.2.2.zip(r-4.6)dsTidyverse_1.2.2.zip(r-4.5)
dsTidyverse_1.2.2.tgz(r-4.6-any)dsTidyverse_1.2.2.tgz(r-4.5-any)
dsTidyverse_1.2.2.tar.gz(r-4.7-any)dsTidyverse_1.2.2.tar.gz(r-4.6-any)
dsTidyverse_1.2.2.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
dsTidyverse/json (API)
| # Install 'dsTidyverse' in R: |
| install.packages('dsTidyverse', repos = c('https://molgenis.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/molgenis/ds-tidyverse/issues
Last updated from:82049c3d13. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 181 | ||
| source / vignettes | OK | 237 | ||
| linux-release-x86_64 | OK | 182 | ||
| macos-release-arm64 | OK | 158 | ||
| macos-oldrel-arm64 | OK | 134 | ||
| windows-devel | OK | 109 | ||
| windows-release | OK | 113 | ||
| windows-oldrel | OK | 101 | ||
| wasm-release | OK | 186 |
Exports:arrangeDSasTibbleDSbindColsDSbindRowsDScaseWhenDScheckPermissivePrivacyControlLeveldistinctDSfilterDSgroupByDSgroupKeysDSifElseDSlistPermittedTidyverseFunctionsDSmutateDSrenameDSselectDSsliceDSungroupDS
Dependencies:clidplyrgenericsgluelifecyclemagrittrpillarpkgconfigR6rlangtibbletidyselectutf8vctrswithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Order the rows of a data frame by the values of selected columns | arrangeDS |
| Coerce a data frame or matrix to a tibble | asTibbleDS |
| Bind multiple data frames by column | bindColsDS |
| Bind multiple data frames by row. | bindRowsDS |
| Performs dplyr case_when | caseWhenDS |
| checkPermissivePrivacyControlLevel | checkPermissivePrivacyControlLevel |
| Keep distinct/unique rows | distinctDS |
| Performs dplyr filter | filterDS |
| Group by one or more variables | groupByDS |
| Performs dplyr 'group_keys'. | groupKeysDS |
| Vectorised if-else | ifElseDS |
| List of Permitted Tidyverse Functions | listPermittedTidyverseFunctionsDS |
| Create, modify, and delete columns | mutateDS |
| Rename columns | renameDS |
| Keep or drop columns using their names and types | selectDS |
| Subset rows using their positions | sliceDS |
| Remove grouping from a tibble or data frame | ungroupDS |
