I have a character datetime column in a file. I load the file (into a data.table
) and do things that require the column to be converted to POSIXct
. I then need to write the POSIXct
value back to file, but the datetime will not be the same (because it is printed incorrectly).
This print/formatting issue is well known and has been discussed several times. I've read some posts describing this issue. The most authoritative answers I found are given in response to this question. The answers to that question provide two functions (myformat.POSIXct
and form
) that are supposed to solve this issue, but they do not seem to work on this example:
x <- "04-Jan-2013 17:22:08.139"
options("digits.secs"=6)
form(as.POSIXct(x,format="%d-%b-%Y %H:%M:%OS"),format="%d-%b-%Y %H:%M:%OS3")
[1] "04-Jan-2013 17:22:08.138"
form(as.POSIXct(x,format="%d-%b-%Y %H:%M:%OS"),format="%d-%b-%Y %H:%M:%OS4")
[1] "04-Jan-2013 17:22:08.1390"
myformat.POSIXct(as.POSIXct(x,format="%d-%b-%Y %H:%M:%OS"),digits=3)
[1] "2013-01-04 17:22:08.138"
myformat.POSIXct(as.POSIXct(x,format="%d-%b-%Y %H:%M:%OS"),digits=4)
[1] "2013-01-04 17:22:08.1390"
My sessionInfo
:
R version 2.15.2 (2012-10-26)
Platform: x86_64-w64-mingw32/x64 (64-bit)
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=C
attached base packages:
[1] stats graphics grDevices datasets utils methods base
other attached packages:
[1] fasttime_1.0-0 data.table_1.8.9 bit64_0.9-2 bit_1.1-9
[5] sas7bdat_0.3 chron_2.3-43 vimcom_0.9-6
loaded via a namespace (and not attached):
[1] tools_2.15.2
So I guess you do need a little fudge factor added to my suggestion here: https://stackoverflow.com/a/7730759/210673. This seems to work but perhaps might include other bugs; test carefully and think about what it's doing before using for anything important.
myformat.POSIXct <- function(x, digits=0) {
x2 <- round(unclass(x), digits)
attributes(x2) <- attributes(x)
x <- as.POSIXlt(x2)
x$sec <- round(x$sec, digits) + 10^(-digits-1)
format.POSIXlt(x, paste("%Y-%m-%d %H:%M:%OS",digits,sep=""))
}
As the answers to the questions you linked to already say, how a value is printed/formatted is not the same as what the actual value is. This is just a printed representation issue.
R> as.POSIXct('2011-10-11 07:49:36.3')-as.POSIXlt('2011-10-11 07:49:36.3')
Time difference of 0 secs
R> as.POSIXct('2011-10-11 07:49:36.2')-as.POSIXlt('2011-10-11 07:49:36.3')
Time difference of -0.0999999 secs
Your understanding that POSIXct
is less precise than POSIXlt
is incorrect. You're also incorrect in saying that you can't include a POSIXlt
object as a column in a data.frame.
R> x <- data.frame(date=Sys.time())
R> x$date <- as.POSIXlt(x$date)
R> str(x)
'data.frame': 1 obs. of 1 variable:
$ date: POSIXlt, format: "2013-03-13 07:38:48"
If you love us? You can donate to us via Paypal or buy me a coffee so we can maintain and grow! Thank you!
Donate Us With