Here's how you can implement this in C#:
- You can create two subjects, one for India and one for China, and define the number of partitions for each. For example, you may run the following command to establish a topic called 'partner-data-india' with three partitions.
bin/kafka-topics.sh --create --zookeeper localhost:2181 --replication-factor 2 --partitions 3 --topic partner-data-india
- Create a custom partitioner:
Kafka's DefaultPartitioner
distributes messages round-robin. You can use a custom partitioner to partition messages by area. Hash functions can assign messages to partitions by region.
Here's an example of a custom partitioner in C#:
public class RegionPartitioner : IPartitioner
{
public int Partition(string topic, object key, byte[] keyBytes, object value, byte[] valueBytes, Cluster cluster)
{
// Extract the region from the message key
string region = key.ToString().Split('-')[0];
// Assign the partition based on the region
switch (region)
{
case "india":
return new Random().Next(3); // India topic has 3 partitions
case "china":
return new Random().Next(4, 7); // China topic has 3 partitions, starting from partition 4
default:
throw new ArgumentException($"Invalid region: {region}");
}
}
public void Dispose()
{
// Nothing to dispose
}
}
- Configure the producer to use the custom partitioner:
You can set the PartitionerType
property of the ProducerConfig
to the fully-qualified name of the custom partitioner class. For example:
{
BootstrapServers = "localhost:9092",
PartitionerType = typeof(RegionPartitioner).AssemblyQualifiedName
};
- Produce messages with the region as the message key:
When producing messages, set the key
parameter to a string that includes the region. For example:
var producer = new ProducerBuilder<string, string>(config).Build();
// Produce a message for India region
var message1 = new Message<string, string>
{
Key = "india-123",
Value = "Some partner data for India"
};
producer.ProduceAsync("partner-data-india", message1);
// Produce a message for China region
var message2 = new Message<string, string>
{
Key = "china-456",
Value = "Some partner data for China"
};
producer.ProduceAsync("partner-data-china", message2);
With this setup, messages with the region "india" in the message key will be assigned to partitions 0, 1, or 2 of the partner-data-india topic
.
We hope this will help to solve the problem!