dtplyr
Data Table Back-End for 'dplyr'
This implements the data table back-end for 'dplyr' so that you can seamlessly use data table and 'dplyr' together.
dtplyr is the data.table backend for dplyr. It provides S3 methods for data.table objects so that dplyr works the way you expect.
dtplyr will always be a bit slower than data.table, because it creates copies of objects rather than mutating in place (that's the dplyr philosophy). Currently, dtplyr is quite a lot slower than bare data.table because the methods aren't quite smart enough. I hope interested dplyr & data.table users from the community will help me to improve the performance.
dtplyr was extracted out of dplyr so it could evolve independently (i.e. more rapidly!) than dplyr. It also makes dplyr a little simpler, and it's easier to keep track of issues by backend.
Installation
You can install from CRAN with:
install.packages("dtplyr")Or try the development version from GitHub with:
# install.packages("devtools")devtools::install_github("hadley/dtplyr")News
dtplyr 0.0.3
-
Maintenance release for CRAN checks.
-
inner_join(),left_join(),right_join(), andfull_join(): newsuffixargument which allows you to control what suffix duplicated variable names receive, as introduced in dplyr 0.5 (#40, @christophsax). -
Joins use extended
merge.data.table()and theonargument, introduced in data.table 1.9.6. Avoids copy and allows joins by different keys (#20, #21, @christophsax).
dtplyr 0.0.2
- This is a compatibility release. It makes dtplyr compatible with dplyr 0.6.0 in addition to dplyr 0.5.0.
dtplyr 0.0.1
-
distinct()gains.keep_allargument (#30, #31). -
Slightly improve test coverage (#6).
-
Install
devtoolsfrom GitHub on Travis (#32). -
Joins return
data.table. Right and full join are now implemented (#16, #19). -
Remove warnings from tests (#4).
-
Extracted from
dplyrat revision e5f2952923028803.