I wanted to figure out how do i pass JSON message using Kafka. It looks like Kafak Connect provides a simple JSON Serializer
org.apache.kafka.connect.json.JsonSerializer
and Desrializer org.apache.kafka.connect.json.JsonDeserializer
that uses Jackson JSON parser. I wanted to figure out how to use it, so i built following sample
- First i did create a Contact Object, which is a simple Pojo that has 3 fields
contactId, firstName and lastName
. Take a look at main() method, in which i create simple object of Contact and then convert it to JSON and write to console. -
Next i created Producer.java, which reads values in CSV format like
1,Sunil,Patil
from command line and parse it to Contact object first. Then i convert Contact object intoJSONNode
and pass it as value to Kafka, TheJSONSerializer
converts theJsonNode
into byte[]
The producer code is mostly same as one required for passing String, with difference that on line 35, i am creating object ofcom.fasterxml.jackson.databind.ObjectMapper
and then on line 41 i am converting Contact object into JSONNode by callingobjectMapper.valueToTree(contact)
-
Since i am using
org.apache.kafka.connect.json.JsonSerializer
on the producer i have to useorg.apache.kafka.connect.json.JsonDeserializer
on the Consumer, Then while creatingKafkaConsumer
object i declare that i will get String key and JSONNode as value. Then once i get messages from Kafka i am callingmapper.treeToValue(jsonNode,Contact.class)
to read the message and convert it back to Contact object.
110 comments:
Thanks man very useful example
While consuming the messages in java, the json object is not getting to java console
ConsumerRecords records = kafkaConsumer.poll(100);
here records size coming as Zero
Thanks It is working....
Thanks man really helpful !!!
Team, can you please help on this issue?
After closing KafkaConsumer
Exception in thread "main" org.apache.kafka.common.errors.SerializationException: com.fasterxml.jackson.core.JsonParseException: Unrecognized token 'Hello': was expecting ('true', 'false' or 'null')
at [Source: [B@4313f5bc; line: 1, column: 7]
Caused by: com.fasterxml.jackson.core.JsonParseException: Unrecognized token 'Hello': was expecting ('true', 'false' or 'null')
at [Source: [B@4313f5bc; line: 1, column: 7]
at com.fasterxml.jackson.core.JsonParser._constructError(JsonParser.java:1586)
at com.fasterxml.jackson.core.base.ParserMinimalBase._reportError(ParserMinimalBase.java:521)
at com.fasterxml.jackson.core.json.UTF8StreamJsonParser._reportInvalidToken(UTF8StreamJsonParser.java:3466)
This was a live saver. Thank you!
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Nice work!!! but this doesn't support for the nested classes within the JSON message. please give an example having nested classes in the JSON message.
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Thank you very much and will look for more postings from you.
Many Thanks,
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Hi There,
Brilliant article, glad I slogged through the "Sending and Receiving JSON messages in Kafka" it seems that a whole lot of the details really come back to from my past project.
I have a custom field on my Account object, say 'refered_by__c'. This field contains the ID of another Account object.
I want to write a SOQL something like this (psedu query):
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Please advise how can I write this query using SOQL.
By the way do you have any YouTube videos, would love to watch it. I would like to connect you on LinkedIn, great to have experts like you in my connection (In case, if you don’t have any issues).
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