CODEWITHSUNDEEP
c#.netapache-kafkaksqldb
Workerbee
Workerbee

Reputation: 73

Is there a way to consume a Kafka Ksql Push query from .NET

I'm processing a large volume of Kafka messages in .NET with a Kafka consumer at the moment.

Step 1 in my processing is to Parse the JSON and to discard many of the messages based on the value of a specific field in the JSON.

I'd like to not process (and specifically, not download) those unwanted messages in the first place.

It looks like a kSql query - written as a push query - can effectively filter out the messages I need to process.

How can I consume these via .NET though? I saw some documents mentioning a REST API, but I doubt that this is a good idea, I need to process in excess of 100 000 records per minute at peak times of day.( If I can selectively download and process messages, I will only be processing about one third of the current volume.)

Unfortunately I don't have control over the publisher, so I can't change what/how the messages are published.

Upvotes: 7

Views: 5255

Answers (2)

Kubus
Kubus

Reputation: 777

You can use ksqldb Linq provider in the following manner.

Install package with Nuget package manager:

Install-Package ksqlDB.RestApi.Client

Create query with C# (.NET):

var ksqlDbUrl = @"http://localhost:8088";
var contextOptions = new KSqlDBContextOptions(ksqlDbUrl);
      
await using var context = new KSqlDBContext(contextOptions);

using var subscription = context.CreateQueryStream<Message>() //stream name
  .Where(p => p.RowTime >= 1510923225000) // add your own conditions
  //....
  .Select(l => new { l.Id, l.Message, l.RowTime })
  .Subscribe(onNext: message =>
  {
  }, onError: error => {  }, onCompleted: () => { });

The above C# code is equivalent to the following ksql:

SELECT Id, Message, RowTime FROM Messages WHERE RowTime >= 1510923225000 EMIT CHANGES;

Projects Wiki for more operators.

Upvotes: 4

Robin Moffatt
Robin Moffatt

Reputation: 32130

Yes, you can use ksqlDB to do this

-- Declare a stream on the source topic
-- Because it's JSON you'll need to specify the schema
CREATE STREAM my_source (COL1 VARCHAR, COL2 INT) 
  WITH (KAFKA_TOPIC='my_source_topic', VALUE_FORMAT='JSON');

-- Apply the filter to the stream, with the results written
-- to a new stream (backed by a new topic)
CREATE STREAM target WITH (KAFKA_TOPIC='my_target_topic') AS
  SELECT * FROM my_source WHERE COL1='FOO';

Then using the REST API from within your application run a push query which will consume just the filtered messages: 

SELECT * FROM target EMIT CHANGES;

Aside from ksqlDB, you might also want to have a look at this recently released project from the community: https://github.com/LGouellec/kafka-streams-dotnet

Upvotes: 2

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