Sorry misrepresentation the question also. Thanks for your great help. What I want is the time zone information as it is 2020-04-11T20:40:00-05:00 in timestamp datatype. so I can write to downstream application as it is. I can correct the lacking UTC offset info.
On Tue, Mar 31, 2020 at 1:15 PM Magnus Nilsson <ma...@kth.se> wrote: > And to answer your question (sorry, read too fast). The string is not in > proper ISO8601. Extended form must be used throughout, ie > 2020-04-11T20:40:00-05:00, there's a colon (:) lacking in the UTC offset > info. > > br, > > Magnus > > On Tue, Mar 31, 2020 at 7:11 PM Magnus Nilsson <ma...@kth.se> wrote: > >> Timestamps aren't timezoned. If you parse ISO8601 strings they will be >> converted to UTC automatically. >> >> If you parse timestamps without timezone they will converted to the the >> timezone the server Spark is running on uses. You can change the timezone >> Spark uses with spark.conf.set("spark.sql.session.timeZone", "UTC"). >> Timestamps represent a point in time, the clock representation of that >> instant is dependent on sparks timezone settings both for parsing (non >> ISO8601) strings and showing timestamps. >> >> br, >> >> Magnus >> >> On Tue, Mar 31, 2020 at 6:14 PM Chetan Khatri < >> chetan.opensou...@gmail.com> wrote: >> >>> Hi Spark Users, >>> >>> I am losing the timezone value from below format, I tried couple of >>> formats but not able to make it. Can someone throw lights? >>> >>> scala> val sampleDF = Seq("2020-04-11T20:40:00-0500").toDF("value") >>> sampleDF: org.apache.spark.sql.DataFrame = [value: string] >>> >>> scala> sampleDF.select('value, to_timestamp('value, >>> "yyyy-MM-dd\'T\'HH:mm:ss")).show(false) >>> >>> +------------------------+------------------------------------------------+ >>> |value |to_timestamp(`value`, >>> 'yyyy-MM-dd\'T\'HH:mm:ss')| >>> >>> +------------------------+------------------------------------------------+ >>> |2020-04-11T20:40:00-0500|2020-04-11 20:40:00 >>> | >>> >>> +------------------------+------------------------------------------------+ >>> >>> Thanks >>> >>