I try to get message by key from kafka. I found the only one solution is to use StateStore but I think it might be not a good idea. How to get message by key from kafka topic? Is it a good idea to use StateStore for this operation?
The only fast way to search for a record in Kafka (to oversimplify) is by partition and offset. The new producer class can return, via futures, the partition and offset into which a message was written. You can use these two values to very quickly retrieve the message.
A key-value pair defined for a single Kafka Streams record. If the record comes directly from a Kafka topic then its key/value are defined as the message key/value.
You can count the number of messages in a Kafka topic simply by consuming the entire topic and counting how many messages are read. To do this from the commandline you can use the kcat tool which can act as a consumer (and producer) and is built around the Unix philosophy of pipelines.
You can't "get messages by key from Kafka".
One solution, if practical, would be to have as many partitions as keys and always route messages for a key to the same partition.
Every record written to Kafka can optionally have a key (but it doesn't have to!), the key can be accessed a number of ways:
Console consumer:
$ kafka-console-consumer --bootstrap-server <servername>:9092 --topic topicname --from-beginning --property print.key=true --property key.separator=:
kafkacat:
$ kafkacat -b <servername>:9092 -C -t topicname -o beginning -K :
Java Consumer API:
ConsumerRecord#key()
Kafka isn't indexed by key though, it's indexed by offset, and optionally by timestamp. If you need to lookup a key then you'll need to materialize the data to a system that's been designed to lookup by key: relational database, key value store, or some index. You can do this pretty easily with Kafka Connect, or if you'd like to build it into your service you could use the interactive queries feature of Kafka Streams.
If you love us? You can donate to us via Paypal or buy me a coffee so we can maintain and grow! Thank you!
Donate Us With