Package: fastplyr 0.5.0

Nick Christofides

fastplyr: Fast Alternatives to 'tidyverse' Functions

A full set of fast data manipulation tools with a tidy front-end and a fast back-end using 'collapse' and 'cheapr'.

Authors:Nick Christofides [aut, cre]

fastplyr_0.5.0.tar.gz
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fastplyr.pdf |fastplyr.html✨
fastplyr/json (API)
NEWS

# Install 'fastplyr' in R:
install.packages('fastplyr', repos = c('https://nicchr.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/nicchr/fastplyr/issues

Uses libs:
  • c++– GNU Standard C++ Library v3

On CRAN:

5.92 score 20 stars 1 packages 20 scripts 388 downloads 52 exports 22 dependencies

Last updated 2 days agofrom:964389f923. Checks:OK: 9. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 20 2024
R-4.5-win-x86_64OKNov 20 2024
R-4.5-linux-x86_64OKNov 20 2024
R-4.4-win-x86_64OKNov 20 2024
R-4.4-mac-x86_64OKNov 20 2024
R-4.4-mac-aarch64OKNov 20 2024
R-4.3-win-x86_64OKNov 20 2024
R-4.3-mac-x86_64OKNov 20 2024
R-4.3-mac-aarch64OKNov 20 2024

Exports:%>%add_consecutive_idadd_group_idadd_row_idas_tblcrossingdescf_add_countf_anti_joinf_arrangef_bind_colsf_bind_rowsf_completef_consecutive_idf_countf_cross_joinf_deframef_distinctf_duplicatesf_enframef_expandf_fillf_filterf_full_joinf_group_byf_inner_joinf_left_joinf_nest_byf_renamef_right_joinf_rowwisef_selectf_semi_joinf_slicef_slice_headf_slice_maxf_slice_minf_slice_samplef_slice_tailf_summarisef_summarizef_ungroupf_unionf_union_allgroup_by_order_defaultgroup_idgroup_orderednestingnew_tblnothingrow_idtidy_quantiles

Dependencies:cheaprclicollapsecpp11dplyrfansigenericsgluelifecyclemagrittrpillarpkgconfigR6Rcpprlangstringistringrtibbletidyselectutf8vctrswithr

Readme and manuals

Help Manual

Help pageTopics
fastplyr: Fast Alternatives to 'tidyverse' Functionsfastplyr-package fastplyr
Add a column of useful IDs (group IDs, row IDs & consecutive IDs)add_consecutive_id add_consecutive_id.data.frame add_group_id add_group_id.data.frame add_row_id add_row_id.data.frame
Helpers to sort variables in ascending or descending orderdesc
A 'collapse' version of 'dplyr::arrange()'f_arrange
Bind data frame rows and columnsf_bind_cols f_bind_rows
A fast replacement to dplyr::count()f_add_count f_count
Find distinct rowsf_distinct
Find duplicate rowsf_duplicates
Fast versions of 'tidyr::expand()' and 'tidyr::complete()'.crossing f_complete f_expand nesting
Fill 'NA' values forwards and backwardsf_fill
Alternative to 'dplyr::filter()'f_filter
'collapse' version of 'dplyr::group_by()'f_group_by f_ungroup group_ordered
Fast SQL joinsf_anti_join f_cross_join f_full_join f_inner_join f_left_join f_right_join f_semi_join f_union f_union_all
Create a subset of data for each groupf_nest_by
A convenience function to group by every rowf_rowwise
Fast 'dplyr::select()'/'dplyr::rename()'f_rename f_select nothing
Faster 'dplyr::slice()'f_slice f_slice_head f_slice_max f_slice_min f_slice_sample f_slice_tail
Summarise each group down to one rowf_summarise f_summarize
Default value for ordering of groupsgroup_by_order_default
Fast group and row IDsf_consecutive_id group_id row_id
Fast 'tibble' alternativesas_tbl f_deframe f_enframe new_tbl
Fast grouped sample quantilestidy_quantiles