I'm trying to convert a yearmon date (from the zoo package) to a POSIXct in the UTC timezone.
This is what I tried to do:
> as.POSIXct(as.yearmon("2010-01-01"), tz="UTC")
[1] "2010-01-01 01:00:00 CET"
I get the same when I convert a Date:
> as.POSIXct(as.Date("2010-01-01"),tz="UTC")
[1] "2010-01-01 01:00:00 CET"
The only way to get it to work is to pass a character as an argument:
> as.POSIXct("2010-01-01", tz="UTC")
[1] "2010-01-01 UTC"
I looked into the documentation of DateTimeClasses, tzset and timezones. My /etc/localtime is set to Europe/Amsterdam. I couldn't find a way to set the tz to UTC, other than setting the TZ environment variable:
> Sys.setenv(TZ="UTC")
> as.POSIXct(as.Date("2010-01-01"),tz="UTC")
[1] "2010-01-01 UTC"
Is it possible to directly set the timezone when creating a POSIXct from a yearmon or Date?
Edit:
I checked the functions as.POSIXct.yearmon. This one passes to the as.POSIXct.Date.
> zoo:::as.POSIXct.yearmon
function (x, tz = "", ...)
as.POSIXct(as.Date(x), tz = tz, ...)
<environment: namespace:zoo>
So like Joshua says the timezone gets lost in the as.POSIXct.Date. For now I'll use Richies suggestion to set the tzone by hand using:
attr(x, "tzone") <- 'UTC'
This solves the issue of the lost tzone, which is only used for presentation and not internally like Grothendieck and Dwin suggested.
This is because as.POSIXct.Date doesn't pass ... to .POSIXct.
> as.POSIXct.Date
function (x, ...)
.POSIXct(unclass(x) * 86400)
<environment: namespace:base>
You are setting the timezone correctly in your code. The problem you are perceiving is only at the output stage. POSIX values are all referenced to UTC/GMT. Dates are assumed to be midnight times. Midnight UTC is 1 AM CET ( which is apparently where you are).
> as.POSIXct(as.yearmon("2010-01-01"), tz="UTC")
[1] "2009-12-31 19:00:00 EST" # R reports the time in my locale's timezone
> dtval <- as.POSIXct(as.yearmon("2010-01-01"), tz="UTC")
> format(dtval, tz="UTC") # report the date in UTC note it is the correct date ... there
[1] "2010-01-01"
> format(dtval, tz="UTC", format="%Y-%m-%d ")
[1] "2010-01-01 " # use a format string
> format(dtval, tz="UTC", format="%Y-%m-%d %OS3")
[1] "2010-01-01 00.000" # use decimal time
See ?strptime for many, many other format possibilities.
In the help page ?as.POSIXct, for the tz argument it says
A timezone specification to be used
for the conversion, if one is
required. System-specific (see time
zones), but ‘""’ is the current
timezone, and ‘"GMT"’ is UTC
(Universal Time, Coordinated).
Does as.POSIXct(as.yearmon("2010-01-01"), tz="GMT") work for you?
After more perusal of the documentation, in the details section we see:
Dates without times are treated as
being at midnight UTC.
So in your example, the tz argument is ignored. If you use as.POSIXlt it is easier to see what happens with the timezone. The following should all give the same answer, with UTC as the timezone.
unclass(as.POSIXlt(as.yearmon("2010-01-01")))
unclass(as.POSIXlt(as.yearmon("2010-01-01"), tz = "UTC"))
unclass(as.POSIXlt(as.yearmon("2010-01-01"), tz = "GMT"))
unclass(as.POSIXlt(as.yearmon("2010-01-01"), tz = "CET"))
In fact, since you are using as.yearmon (which strips the time out) you will never get to set the timezone. Compare, e.g.,
unclass(as.POSIXlt(as.yearmon("2010-01-01 12:00:00"), tz = "CET"))
unclass(as.POSIXlt("2010-01-01 12:00:00", tz = "CET"))
This seems to be an oddity with the date/time "POSIXct" class methods. Try formatting the "Date" or "yearmon" variable first so that as.POSIXct.character rather than as.POSIXct.{Date, yearmon} is dispatched:
Date
> d <- as.Date("2010-01-01")
> as.POSIXct(format(d), tz = "UTC")
[1] "2010-01-01 UTC"
yearmon
> library(zoo)
> y <- as.yearmon("2010-01")
> as.POSIXct(format(y, format = "%Y-%m-01"), tz = "UTC")
[1] "2010-01-01 UTC"
> # or
> as.POSIXct(format(as.Date(y)), tz = "UTC")
[1] "2010-01-01 UTC"
Related
I defined a date with a timezone, but when I print it out using the scales package date_format it gives me the time in UTC, which is awkward for my purpose.
> library(scales)
> st <- as.POSIXct("2015-10-31 00:00:00",tz="US/Pacific")
> st
[1] "2015-10-31 PDT"
> fmt <- date_format("%Y-%m-%d %R %Z")
> fmt(st)
[1] "2015-10-31 07:00 UTC"
Interestingly this works (so POSIXct seems to understand the timezone) - but does not give me enough control over the format:
> format(st,usetz=T)
[1] "2015-10-31 PDT"
This unreliability is hinted at in the help for ?date_format:
When %z or %Z is used for output with an object with an assigned time
zone an attempt is made to use the values for that time zone — but it
is not guaranteed to succeed.
So my question is, how do I make it succeed?
Suggesting workarounds is fine and may attact upvotes, but please understand the point of this question is that I want to obtain insight as to what is going on with date_format.
The definition of date_format is very short:
function (format = "%Y-%m-%d", tz = "UTC")
{
function(x) format(x, format, tz = tz)
}
It should be obvious why the timezone is changed if you don't change the default.
I cannot get R to format POSIXlt objects in the desired timezone. POSIXct works as expected. Is this a bug or am I missing something?
date.str = "2015-12-09 13:30"
from = "Europe/London"
to = "America/Los_Angeles"
lt = as.POSIXlt(date.str, tz=from)
format(lt, tz=to, usetz=TRUE)
#[1] "2015-12-09 13:30:00 GMT"
ct = as.POSIXct(date.str, tz=from)
format(ct, tz=to, usetz=TRUE)
#[1] "2015-12-09 05:30:00 PST"
The tzone attributes are the same:
attributes(ct)$tzone
#[1] "Europe/London"
attributes(lt)$tzone
#[1] "Europe/London"
Solution
As pointed out by #nicola, format.POSIXlt has no tz parameter. To print a POSIXlt date in another timezone one can use lubridate package to convert a POSIXlt object to the desired timezone first:
require(lubridate)
lt.changed = with_tz(lt, tz=to)
format(lt.changed, usetz=TRUE)
#[1] "2015-12-09 05:30:00 PST"
I am puzzled with this result:
a = "2008-03-03 12:30:38"
#I convert to POSIXct and set the timezone
dt = as.POSIXct(a, format="%Y-%m-%d %H:%M:%S", tz='Europe/Paris')
dt
[1] "2008-03-03 12:30:38 CET"
unclass(dt)
[1] 1204543838
attr(,"tzone")
[1] "Europe/Paris"
#I want to come back to POSIXct
as.POSIXct(unclass(dt), origin='1970-01-01', tz='Europe/Paris')
[1] "2008-03-03 11:30:38 CET"
I would have expected to get back the date-time a, what is wrong here ?
As it says in ?as.POSIXct, the origin is in tz="GMT".
You can use .POSIXct instead:
.POSIXct(unclass(dt), tz='Europe/Paris')
# [1] "2008-03-03 12:30:38 CET"
You may want to check the attribute:
isdst
To see if there is some Daylight Savings conversion going on in there somewhere.
This page from the R manual on Date-Time Classes may be useful
Okay so here is a subtle "quirk" in the r as.Date function converting from a POSIXct with a timezone, which I am wondering if it is a bug.
> as.POSIXct("2013-03-29", tz = "Europe/London")
[1] "2013-03-29 GMT"
> as.Date(as.POSIXct("2013-03-29", tz = "Europe/London"))
[1] "2013-03-29"
So far no problem, but.....
> as.POSIXct("2013-04-01", tz = "Europe/London")
[1] "2013-04-01 BST"
> as.Date(as.POSIXct("2013-04-01", tz = "Europe/London"))
[1] "2013-03-31"
Anybody seen this? Is this a bug or another quirk? April fools?
The default time zone for as.Date.POSIXct is "UTC" (see the help page). Try as.Date(as.POSIXct("2013-04-01", tz = "Europe/London"),tz = "Europe/London").
I have a POSIXct object and would like to change it's tz attribute WITHOUT R to interpret it (interpret it would mean to change how the datetime is displayed on the screen).
Some background: I am using the fasttime package from S.Urbanek, which take strings and cast it to POSIXct very quickly. Problem is that the string should represent a datetime in "GMT" and it's not the case of my data.
I end up with a POSIXct object with tz=GMT, in reality it is tz=GMT+1, if I change the timezone with
attr(datetime, "tzone") <- "Europe/Paris";
datetime <- .POSIXct(datetime,tz="Europe/Paris");
then it will be "displayed" as GMT+2 (the underlying value never change).
EDIT: Here is an example
datetime=as.POSIXct("2011-01-01 12:32:23.234",tz="GMT")
attributes(datetime)
#$tzone
#[1] "GMT"
datetime
#[1] "2011-01-01 12:32:23.233 GMT"
How can I change this attribute without R to interpret it aka how can I change tzone and still have datetime displayed as "2011-01-01 12:32:23.233" ?
EDIT/SOLUTION, #GSee's solution is reasonably fast, lubridate::force_tz very slow
datetime=rep(as.POSIXct("2011-01-01 12:32:23.234",tz="GMT"),1e5)
f <- function(x,tz) return(as.POSIXct(as.numeric(x), origin="1970-01-01", tz=tz))
> system.time(datetime2 <- f(datetime,"Europe/Paris"))
user system elapsed
0.01 0.00 0.02
> system.time(datetime3 <- force_tz(datetime,"Europe/Paris"))
user system elapsed
5.94 0.02 5.98
identical(datetime2,datetime3)
[1] TRUE
To change the tz attribute of a POSIXct variable it is not best practice to convert to character or numeric and then back to POSIXct. Instead you could use the force_tz function of the lubridate package
library(lubridate)
datetime2 <- force_tz(datetime, tzone = "CET")
datetime2
attributes(datetime2)
EDITED:
My previous solution was passing a character value to origin (i.e.origin="1970-01-01"). That only worked here because of a bug (#PR14973) that has now been fixed in R-devel.
origin was being coerced to POSIXct using the tz argument of the as.POSIXct call, and not "GMT" as it was documented to do. The behavior has been changed to match the documentation which, in this case, means that you have to specify your timezone for both the origin and the as.POSIXct call.
datetime
#[1] "2011-01-01 12:32:23.233 GMT"
as.POSIXct(as.numeric(datetime), origin=as.POSIXct("1970-01-01", tz="Europe/Paris"),
tz="Europe/Paris")
#[1] "2011-01-01 12:32:23.233 CET"
This will also works in older versions of R.
An alternative to the lubridate package is via conversion to and back from character type:
recastTimezone.POSIXct <- function(x, tz) return(
as.POSIXct(as.character(x), origin = as.POSIXct("1970-01-01"), tz = tz))
(Adapted from GSee's answer)
Don't know if this is efficient, but it would work for time zones with daylight savings.
Test code:
x <- as.POSIXct('2003-01-03 14:00:00', tz = 'Etc/UTC')
x
recastTimezone.POSIXct(x, tz = 'Australia/Melbourne')
Output:
[1] "2003-01-03 14:00:00 UTC"
[1] "2003-01-03 14:00:00 AEDT" # Nothing is changed apart from the time zone.
Output if I replaced as.character() by as.numeric() (as GSee had done):
[1] "2003-01-03 14:00:00 UTC"
[1] "2003-01-03 15:00:00 AEDT" # An hour is added.