I'm inserting into a Cassandra table with timestamp columns. The data I have comes with microsecond precision, so the time data string looks like this:
2015-02-16T18:00:03.234+00:00
However, in cqlsh when I run a select query the microsecond data is not shown, I can only see time down to second precision. The 234 microseconds data is not shown.
I guess I have two questions:
1) Does Cassandra capture microseconds with timestamp data type? My guess is yes?
2) How can I see that with cqlsh to verify?
Table definition:
create table data (
datetime timestamp,
id text,
type text,
data text,
primary key (id, type, datetime)
)
with compaction = {'class' : 'DateTieredCompactionStrategy'};
Insert query ran with Java PreparedStatment:
insert into data (datetime, id, type, data) values(?, ?, ?, ?);
Select query was simply:
select * from data;
In an effort to answer your questions, I did a little digging on this one.
- Does Cassandra capture microseconds with timestamp data type?
Microseconds no, milliseconds yes. If I create your table, insert a row, and try to query it by the truncated time, it doesn't work:
aploetz@cqlsh:stackoverflow> INSERT INTO data (datetime, id, type, data)
VALUES ('2015-02-16T18:00:03.234+00:00','B26354','Blade Runner','Deckard- Filed and monitored.');
aploetz@cqlsh:stackoverflow> SELECT * FROM data
WHERE id='B26354' AND type='Blade Runner' AND datetime='2015-02-16 12:00:03-0600';
id | type | datetime | data
----+------+----------+------
(0 rows)
But when I query for the same id
and type
values while specifying milliseconds:
aploetz@cqlsh:stackoverflow> SELECT * FROM data
WHERE id='B26354' AND type='Blade Runner' AND datetime='2015-02-16 12:00:03.234-0600';
id | type | datetime | data
--------+--------------+--------------------------+-------------------------------
B26354 | Blade Runner | 2015-02-16 12:00:03-0600 | Deckard- Filed and monitored.
(1 rows)
So the milliseconds are definitely there. There was a JIRA ticket created for this issue (CASSANDRA-5870), but it was resolved as "Won't Fix."
- How can I see that with cqlsh to verify?
One possible way to actually verify that the milliseconds are indeed there, is to nest the timestampAsBlob()
function inside of blobAsBigint()
, like this:
aploetz@cqlsh:stackoverflow> SELECT id, type, blobAsBigint(timestampAsBlob(datetime)),
data FROM data;
id | type | blobAsBigint(timestampAsBlob(datetime)) | data
--------+--------------+-----------------------------------------+-------------------------------
B26354 | Blade Runner | 1424109603234 | Deckard- Filed and monitored.
(1 rows)
While not optimal, here you can clearly see the millisecond value of "234" on the very end. This becomes even more apparent if I add a row for the same timestamp, but without milliseconds:
aploetz@cqlsh:stackoverflow> INSERT INTO data (id, type, datetime, data)
VALUES ('B25881','Blade Runner','2015-02-16T18:00:03+00:00','Holden- Fine as long as nobody unplugs him.');
aploetz@cqlsh:stackoverflow> SELECT id, type, blobAsBigint(timestampAsBlob(datetime)),
... data FROM data;
id | type | blobAsBigint(timestampAsBlob(datetime)) | data
--------+--------------+-----------------------------------------+---------------------------------------------
B25881 | Blade Runner | 1424109603000 | Holden- Fine as long as nobody unplugs him.
B26354 | Blade Runner | 1424109603234 | Deckard- Filed and monitored.
(2 rows)
You can configure the output format of datetime objects in the .cassandra/cqlshrc
file, using python's 'strftime' syntax.
Unfortunately, the %f
directive for microseconds (there does not seem to be a directive for milliseconds) does not work for older python versions, which means you have to fall back to the blobAsBigint(timestampAsBlob(date))
solution.
I think by "microseconds" (e.g 03.234567) you mean "milliseconds" (e.g. (03.234).
The issue here was a cqlsh
bug that failed to support fractional seconds when dealing with timestamps.
So, while your millisecond value was preserved in the actual persistence layer (cassandra), the shell (cqlsh) failed to display them.
This was true even if you were to change time_format
in .cqlshrc
to display fractional seconds with an %f
directive (e.g. %Y-%m-%d %H:%M:%S.%f%z
). In this configuration cqlsh would render 3.000000
for our 3.234 value, since the issue was in how cqlsh loaded the datetime objects without loading the partial seconds.
That all being said, this issue was fixed in CASSANDRA-10428, and released in Cassandra 3.4.
It is impossible to show microseconds (1 millionth of a second) using the Cassandra datatype 'timestamp' because the greatest precision available for that datatype is milliseconds (1 thousandth of a second).
http://docs.datastax.com/en/cql/3.1/cql/cql_reference/timestamp_type_r.html
Values for the timestamp type are encoded as 64-bit signed integers
representing a number of milliseconds since the standard base time
known as the epoch
Some related code:
cqlsh> CREATE KEYSPACE udf
WITH replication = {'class': 'SimpleStrategy', 'replication_factor' : 3};
cqlsh> USE udf;
cqlsh:udf> CREATE OR REPLACE FUNCTION udf.timeuuid_as_us ( t timeuuid )
RETURNS NULL ON NULL INPUT
RETURNS bigint LANGUAGE JAVA AS '
long msb = t.getMostSignificantBits();
return
( ((msb >> 32) & 0x00000000FFFFFFFFL)
| ((msb & 0x00000000FFFF0000L) << 16)
| ((msb & 0x0000000000000FFFL) << 48)
) / 10
- 12219292800000000L;
';
cqlsh:udf> SELECT
toUnixTimestamp(now()) AS now_ms
, udf.timeuuid_as_us(now()) AS now_us
FROM system.local;
now_ms | now_us
---------------+------------------
1525995892841 | 1525995892841000