Thanks for the information. I ran the code using Kafka locally. After
submitting some records inside and outside of the time window and grace,
the join performed as expected when running locally.
That gives some hope :)
However, they never get into the join.
How do you know this?
Did you check the metric for dropper records? Maybe records are
considers malformed and dropped? Are you using the same records in
production and in your local test?
Are there any settings for the stream client that would affect the join?
Not that I can think of... There is one more internal config, but as
long as data is flowing, it should not impact the result you see.
Are there any settings on the broker side that would affect the join?
No. The join is computed client side. Broker configs should not have any
impact.
f I increase the log level for the streams API would that
shed some light on what is happening?
I don't think it would help much. The code in question is
org.apache.kafka.streams.kstream.internals.KStreamKStreamJoin -- but it
does not do any logging except WARN for the already mentioned "dropping
malformed" records that is also recorded via JMX.
WARN: "Skipping record due to null key or value. "
If you can identify a specific record from the input which would produce
an output, but does not, maybe you can try to feed it into your local
test env and try to re-produce the issue?
-Matthias
On 4/30/24 11:38 AM, Chad Preisler wrote:
Matthias,
Thanks for the information. I ran the code using Kafka locally. After
submitting some records inside and outside of the time window and grace,
the join performed as expected when running locally.
I'm not sure why the join is not working as expected when running against
our actual brokers. We are peeking at the records for the streams and we
are seeing the records get pulled. However, they never get into the join.
It's been over 24 hours since the expected records were created, and there
has been plenty of traffic to advance the stream time. Only records that
have both a left and right side match are getting processed by the join.
Are there any settings for the stream client that would affect the join?
Are there any settings on the broker side that would affect the join?
The outer join is just one part of the topology. Compared to running it
locally there is a lot more data going through the app when running on our
actual servers. If I increase the log level for the streams API would that
shed some light on what is happening? Does anyone know if there are
specific packages that I should increase the log level for? Any specific
log message I can hone in on to tell me what is going on?
Basically, I'm looking for some pointers on where I can start looking.
Thanks,
Chad
On Tue, Apr 30, 2024 at 10:26 AM Matthias J. Sax <mj...@apache.org> wrote:
I expect the join to
execute after the 25 with one side of the join containing a record and
the
other being null
Given that you also have a grace period of 5 minutes, the result will
only be emitted after the grace-period passed and the window is closed
(not when window end time is reached).
One has a
naming convention of "KSTREAM_OUTERSHARED". I see a record there, but
I'm
not sure how to decode that message to see what is in it. What is the
purpose of those messages?
It's an internal store, that stores all records which are subject to be
emitted as left/right join result, ie, if there is no inner join result.
The format used is internal:
https://github.com/apache/kafka/blob/trunk/streams/src/main/java/org/apache/kafka/streams/state/internals/LeftOrRightValueSerde.java
Also note: time is based on event-time, ie, if the input stream stops to
send new records, "stream-time" will stop to advance and the result
might not be emitted because the window does not get closed.
(Last, there is some internal wall-clock time delay of one second to
emit results for performance reasons...)
HTH.
-Matthias
On 4/30/24 6:51 AM, Chad Preisler wrote:
Hello,
I have a KStream to KStream outer join with a time difference of 25
minutes
and 5 minutes of grace. When I get a record for one side of the join,
but
don't get a record on the other side of the join, I expect the join to
execute after the 25 with one side of the join containing a record and
the
other being null. Is that correct? If it is correct, it's not working
for
me.
I was poking around on the broker and saw some internal topics. I see the
key I expected to execute the join on some of those topics. One has a
naming convention of "KSTREAM_OUTERSHARED". I see a record there, but I'm
not sure how to decode that message to see what is in it. What is the
purpose of those messages? If I decode the message will it help me see
when
the join should have been executed?
I also see the key on a topic with the naming convention
"KSTREAM_OUTERTHIS".
Are there any other topics that I should be looking at to troubleshoot
this
issue?
Thanks,
Chad
