Timestamp converted to UTC while loading to parquet - scala

I am loading data to parquet through spark.
dataFrame.write.parquet(path)
My data have a timestamp column while writing to parquet it is actually converting timestamp to UTC timezone and then storing.
actual time ------- 2020-10-21 00:00:00.000
UTC time--------- 2020-10-21T05:30:00.000+05:30
I see spark conf is set to UTC timezone.spark.sql.session.timeZone
Is there any way to turn off this conversion?
I want to load timestamp as is without converting it to any other timezone. how do i do that?

See documentation here:
https://databricks.com/blog/2020/07/22/a-comprehensive-look-at-dates-and-timestamps-in-apache-spark-3-0.html
When writing timestamp values out to non-text data sources like Parquet, the values are just instants (like timestamp in UTC) that have no time zone information. If you write and read a timestamp value with a different session time zone, you may see different values of the hour, minute, and second fields, but they are the same concrete time instant.

Related

PostgreSQL Format Timestamp with Timezone Offset (Australia/Sydney) as JSON/String

I would like to get a JSON object in Postgres that display timestamp with Australia/Sydney timezone offset (+10:00 or +11:00 during daylight saving), for example I would like json object returned with following values:
"2021-07-31T23:59:59.123456+10:00"
"2021-01-31T23:59:59.123456+11:00"
But when I use either to_json() or to_char() the timestamp value returned is UTC with offset +00:00
select to_json(current_timestamp::timestamptz),
to_char(current_timestamp::timestamptz, 'YYYY-MM-DD"T"HH24:MI:SS:MSOF')
"2021-01-31T07:47:22.895185+00:00"
2021-01-31T07:47:22:895+00
I have tried to add "at time zone 'AEDT'" but it shifts the timestamp value and keep the offset to +00:00.
Thanks.
to_json formats according to the current time zone setting of the session. I suggest that you set the session time zone to Australia/Sydney first.
set time zone 'Australia/Sydney';
select to_json('2021-01-31T07:47:22.895+00'::timestamptz);
Yields 2021-01-31T18:47:22.895+11:00 which I guess is what you need.

Common practice for time format in PostgreSQL

What is the common (good) practice for the type of date+time columns in PostgreSQL? Timestamp WITH or WITHOUT time zone? Is it possible to output timestamps in all queries (selects) as a UTC string timestamp even if the column has a type TIMESTAMP WITH TIME ZONE?
Last question first: you can set the timestamp parameter to UTC or use AT TIME ZONE 'UTC'.
What data type to choose depends on how you want to handle time zones:
if you don't care about time zones, use timestamp without time zone
if you want to handle time zones in the application, use timestamp without time zone and store everything in UTC
if you want to handle time zones in the database, use timestamp with time zone and set tge timezone parameter correctly

presto from_unixtime function is right?

i make a query about bigint to timestamp and value is '1494257400'
i will use a presto query
but presto is not collect result about from_unixtime() function.
hive version.
select from_unixtime(1494257400) result : '2017-05-09 00:30:00'
presto version.
Blockquote
select from_unixtime(1494257400) result : '2017-05-08 08:30:00'
hive gave a collect result, but presto is not collect result. how i can solve about it?
The presto from_unixtime returns you a date at UTC when the one from Hive returns you a date on your local time zone.
According to https://cwiki.apache.org/confluence/display/Hive/LanguageManual+UDF, from_unixtime:
Converts the number of seconds from unix epoch (1970-01-01 00:00:00
UTC) to a string representing the timestamp of that moment in the
current system time zone in the format of "1970-01-01 00:00:00".
The output of Hive is not that good because ISO formatted strings should show GMT data if they have any which are not GMT+00.
With Hive, you can use to_utc_timestamp({any primitive type} ts, string timezone) to convert your timestamp to the proper timezones. Take a look at the manual whose link is provided above.

Postgres prevent timestamp with timezone conversion

I have a table that I am using to store iso dates with timezones. I realize that dates should "always" be stored as utc but I have an exception to that rule. The timestamps aren't in any way related to the server they are running on. I want to be able to store an iso date like this:
2016-03-06T01:15:52-06:00
And regardless of the time zone of the server or anything else I want the timestamp returned as:
2016-03-06T01:15:52-06:00
Currently if I insert an iso date it automatically converts it to whatever the server timezone is. My above date gets converted to:
2016-03-06 07:15:52+00 (server is utc)
The only thing I can think of is storing the timezone offset in a separate column, storing my date as utc and then converting using the offset column, horribly messy. Surely there is a way to store my date in one column and get it out the way it was originally created?
Your proposed solution is correct. Or more precisely, it is one of several correct implementations. Any of the following would work:
Store the UTC timestamp in one field, store the offset in another.
Store the local timestamp in one field, store the offset in another.
Store the local date in one field, and store a time with time zone in another. (though time with time zone is generally discouraged...)
Store the UTC timestamps in one field and the local timestamp in another.
The easiest by far is the first one, which you already proposed.
I'd avoid against storing timestamps in text fields, as they tend not to be very efficiently searchable.
Also note - if you're coming from a SQL Server background, you might recall its datetimeoffset type, which stores the local datetime and offset in the field, and uses the UTC equivalent during indexing. It's common to think that Postgres and MySQL's timestamp with time zone would have the same behavior, but they don't. They simply use the session time zone to convert to/from UTC. SQL Server has no concept of a session time zone, and thus the discrepancy.
Be sure to read this part of the Postgres docs.

How do I tell postgres a timestamp within a column is UTC?

We have an application that fetches data from a source and that source present the data with a timestamp in UTC. When our application saves that data to Postgres, it stores that timestamp in a timestamp column without time zone. The default on postgres in our shop is set to our local time, Mountain Time. So that means, I think, that postgres assumes that timestamp is mountain time. How can I query that column so that my result set thinks it's UTC and not the local time zone?
More cleary stated, I need to perform some offsets on that timestamp (moving it to, say EST) and so the math of doing that is different if the resultset thinks it's UTC than my local time
The Answer by Kouber Saparev is mostly correct, though incorrect about storing a time zone.
Wrong data type in Postgres
a timestamp in UTC. When our application saves that data to Postgres, it stores that timestamp in a timestamp column without time zone.
As noted in his Answer, you are using the wrong data type in your Postgres database. When tracking moments, you must use a column of type TIMESTAMP WITH TIME ZONE. When supplying an input during an insert or update, any accompanying info about time zone or offset-from-UTC is used to adjust into UTC. The accompanying zone/offset is then discarded. If you need to remember the original zone/offset, you will need to define a second column and store that info there yourself.
The other type in Postgres, and the SQL standard, is TIMESTAMP WITHOUT TIME ZONE. This type purposely lacks any concept of time zone or offset-from-UTC. So this type cannot represent moments, cannot store points on the timeline. It stores values that represent potential moments along a range of about 26-27 hours, the range of various time zones around the globe. Use this type only when you mean a date with time-of-day everywhere or anywhere, but not specifically somewhere. Also used when you mean appointments far enough out in the future that we run the risk of politicians changing the offset used in any of the time zones we care about.
Always specify time zone
default on postgres in our shop is set to our local time, Mountain Time
Never depend on the current default time zone of your host OS, the database server, or your tools such as the Java Virtual Machine. Always specify the desired/expected time zone in your code.
Tip: Generally best to work in UTC for data storage, data exchange, and most of your business logic. Adjust from UTC to a time zone only for presentation to the user or where business rules require.
As explained above, Postgres always stores date-time values either in UTC or with no zone/offset at all. Beware: Tools used between you and Postgres may apply a time zone to the UTC value retrieved from the database. While well-intentioned, this anti-feature creates the illusion that the time zone was stored when in fact only UTC was stored in TIMESTAMP WITH TIME ZONE or no zone/offset at all in TIMESTAMP WITHOUT TIME ZONE.
Be aware that any zone information accompanying input to a column of TIMESTAMP WITHOUT TIME ZONE is simply ignored, the date and time-of-day taken as-is and stored.
I need to perform some offsets on that timestamp (moving it to, say EST)
Generally best to use your database just for storage, query, and retrieval of data. For massaging the data like adjusting time zone, do such work in your application. For example, in Java use the industry-leading java.time classes, in .NET the Noda Time project (a port of the predecessor of java.time, the Joda-Time project).
Example code in Java using JDBC 4.2 or later.
LocalDateTime
For a value in a column of TIMESTAMP WITHOUT TIME ZONE we use the corresponding type in Java, LocalDateTime, lacking any concept of time zone or offset-from-UTC.
LocalDateTime ldt = myResultSet.getObject( … , LocalDateTime.class ) ; // Retrieve value from database.
String output = ldt.toString() ; // Generate text representing this date-with-time value in standard ISO 8601 format.
2018-01-23T01:23:45.123
If you know for certain that this date and time was meant for UTC but was incorrectly stored without any zone/offset info, you can apply a zone or offset to repair the damage.
OffsetDateTime odt = ldt.atOffset( ZoneOffset.UTC ); // Apply an offset-from-UTC to a `LocalDateTime` lacking such information. Determines a moment.
OffsetDateTime
For a value in a column of TIMESTAMP WITH TIME ZONE we use the corresponding type in Java, OffsetDateTime (or Instant), representing a moment in UTC.
OffsetDateTime odt = myResultSet.getObject( … , OffsetDateTime.class ) ; // Retrieve value from database.
String output = odt.toString() ; // Generate text representing this date-with-time value in standard ISO 8601 format. A `Z` on the end indicates UTC, pronounced “Zulu”.
2018-01-23T01:23:45.123Z
ZonedDateTime
To see that OffsetDateTime value set in UTC through the lens of the wall-clock time used by the people of regions within the mid-west of North America, specify a time zone such as America/Edmonton or America/Denver.
Specify a proper time zone name in the format of continent/region, such as America/Montreal, Africa/Casablanca, or Pacific/Auckland. Never use the 2-4 letter abbreviation such as EST or IST as they are not true time zones, not standardized, and not even unique(!).
ZoneId z = ZoneId.of( "America/Denver" ) ;
ZonedDateTime zdt = odt.atZoneSameInstant( z ) ;
See this code run live at IdeOne.com. We see the same moment but with a different wall-clock time.
2018-01-22T18:23:45.123-07:00[America/Denver]
Beware of tools & middleware injecting a time zone
Unfortunately, many tools and middleware will volunteer to apply some default time zone to a moment retrieved from the database. While well-intentioned, this creates the illusion of the zone having been a part of the stored data when in fact the time zone was added after storage, upon retrieval. This anti-feature creates much confusion. I wish all the tools were clear and truthful by reporting the moment in UTC, as it was stored.
If you use Java, with JDBC 4.2 and later, you can exchange java.time (JSR 310) (tutorial) objects with the database and avoid this time zone injection.
There are two data types handling timestamps in PostgreSQL - timestamp, and timestamptz (timestamp with time zone). The latter stores the time zone along with the timestamp itself.
If you are using just a timestamp without time zone, then there is no way for the result set to think whether the timestamp is UTC or not. It is just a timestamp. It is up to the client application to interpret it and give it some time zone meaning.
On the contrary, if you use timestamptz, then PostgreSQL knows the time zone of that timestamp, and then it can calculate time zone offsets properly for you.
db=# select now();
now
-------------------------------
2014-12-04 19:27:06.044703+02
(1 row)
db=# select timezone('est', now());
timezone
----------------------------
2014-12-04 12:27:06.044703
(1 row)
So, back on the problem posed. You need to make sure that first the data is imported properly and then - when needed, it is returned and displayed properly to the end user. You have two options:
Continue using timestamp
In that case both the writing app and the reading app need to know that all the timestamps in the database are UTC and calculate offsets accordingly.
Switch to timestamptz
Then the only thing that the apps need to know is their own time zone, they just have to declare it after connecting to PostgreSQL and leave the rest to the database.
For example, let's connect as a writing app and declare our time zone as UTC.
db=# create table x (data timestamptz);
CREATE TABLE
db=# set timezone='utc';
SET
db=# insert into x values (now());
INSERT 0 1
db=# select * from x;
data
-------------------------------
2014-12-04 20:02:08.692329+00
(1 row)
Now, let's say a reading app connects and is in the EST time zone.
db=# set timezone='est';
SET
db=# select * from x;
data
-------------------------------
2014-12-04 15:02:08.692329-05
(1 row)
Changing the client time zone setting changes the way all the timestamps are returned, but that's the case only if you use timestamptz - timestamp with time zone. If you cannot switch to this data type, then the application will have to take care of all this magic.