I have 2 data.tables dtp
and dtab
.
require(data.table)
set.seed(1)
dtp <- data.table(pid = gl(3, 3, labels = c("du", "i", "nouana")),
year = gl(3, 1, 9, labels = c("2007", "2010", "2012")),
val = rnorm(9), key = c("pid", "year"))
dtab <- data.table(pid = factor(c("i", "nouana")),
year = factor(c("2010", "2000")),
abn = sample(1:5, 2, replace = TRUE), key =
c("pid", "year"))
dtp
## pid year val
## 1: du 2007 -0.6264538
## 2: du 2010 0.1836433
## 3: du 2012 -0.8356286
## 4: i 2007 1.5952808
## 5: i 2010 0.3295078
## 6: i 2012 -0.8204684
## 7: nouana 2007 0.4874291
## 8: nouana 2010 0.7383247
## 9: nouana 2012 0.5757814
dtab
## pid year abn
## 1: i 2010 2
## 2: nouana 2000 4
If i merge them using [.data.table
, the key get lost:
dtp[dtab]
## pid year val abn
## 1: i 2010 0.3295078 2
## 2: nouana 2000 NA 4
key(dtp[dtab]) # key got lost
## NULL # v.1.9.3
##### which was in 1.8.10
## [1] "pid" "year"
Ok, for this case I can set it manually:
res1 <- setkeyv(dtp[dtab], key(dtp))
res1
## pid year val abn
## 1: i 2010 0.3295078 2
## 2: nouana 2000 NA 4
key(res1) # repaired it
## [1] "pid" "year"
Is this the wanted behaviour, or is it a bug?
Using the merge
syntax does what I expected:
merge(dtp, dtab, all.y = TRUE)
## pid year val abn
## 1: i 2010 0.3295078 2
## 2: nouana 2000 NA 4
key(merge(dtp, dtab, all.y = TRUE)) # everything ok
## [1] "pid" "year"
If I want to merge the column abn
from dtab
to dtp
there is one easy possibility to write dtab[dtp]
loosing the key and the order of the columns:
dtab[dtp]
## pid year abn val
## 1: du 2007 NA -0.6264538
## 2: du 2010 NA 0.1836433
## 3: du 2012 NA -0.8356286
## 4: i 2007 NA 1.5952808
## 5: i 2010 2 0.3295078
## 6: i 2012 NA -0.8204684
## 7: nouana 2007 NA 0.4874291
## 8: nouana 2010 NA 0.7383247
## 9: nouana 2012 NA 0.5757814
If there would be other cols in dtab
, but just abn
should be merged there is another possibility (my favourite):
##### just show it:
## dtp[dtab[dtp, abn]] # v.1.8.10
dtp[dtab[dtp, abn, by = .EACHI]] # since v.1.9.3
## pid year val abn
## 1: du 2007 -0.6264538 NA
## 2: du 2010 0.1836433 NA
## 3: du 2012 -0.8356286 NA
## 4: i 2007 1.5952808 NA
## 5: i 2010 0.3295078 2
## 6: i 2012 -0.8204684 NA
## 7: nouana 2007 0.4874291 NA
## 8: nouana 2010 0.7383247 NA
## 9: nouana 2012 0.5757814 NA
or assign it:
dtp[dtab[dtp], abn := abn] # assign it
dtp
## pid year val abn
## 1: du 2007 -0.6264538 NA
## 2: du 2010 0.1836433 NA
## 3: du 2012 -0.8356286 NA
## 4: i 2007 1.5952808 NA
## 5: i 2010 0.3295078 2
## 6: i 2012 -0.8204684 NA
## 7: nouana 2007 0.4874291 NA
## 8: nouana 2010 0.7383247 NA
## 9: nouana 2012 0.5757814 NA
key(dtp) # ok
## [1] "pid" "year"
In latter cases (show or assign) the key survives.
@Arun: Here is the sessionInfo()
:
sessionInfo()
## R version 3.1.0 (2014-04-10)
## Platform: powerpc64-unknown-linux-gnu (64-bit)
## locale:
## [1] LC_CTYPE=en_US.UTF-8 LC_NUMERIC=C
## [3] LC_TIME=en_US.UTF-8 LC_COLLATE=en_US.UTF-8
## [5] LC_MONETARY=en_US.UTF-8 LC_MESSAGES=en_US.UTF-8
## [7] LC_PAPER=en_US.UTF-8 LC_NAME=C
## [9] LC_ADDRESS=C LC_TELEPHONE=C
## [11] LC_MEASUREMENT=en_US.UTF-8 LC_IDENTIFICATION=C
## attached base packages:
## [1] stats graphics grDevices utils datasets methods base
## other attached packages:
## [1] data.table_1.9.3
## loaded via a namespace (and not attached):
## [1] plyr_1.8 reshape2_1.2.2 stringr_0.6.2
Now fixed in v1.9.5
. Closes #477. From NEWS:
- Key is retained properly when joining on factor type columns. Closes #477. Thanks to @nachti for the report.
# v1.9.5+
key(dtp[dtab])
# [1] "pid" "year"
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