examples

Atleon Examples

This module contains Atleon streaming examples. Each example class is a runnable streaming example.

End to End to End

The following Kafka End to End to End sequence shows the incremental steps necessary to reactively produce messages to a Kafka Cluster and apply downstream streaming operations

• Kafka Part 1: Use a Kafka Sender to produce records to an embedded Kafka Broker
• Kafka Part 2: Consume sent records using Kafka Receiver
• Kafka Part 3: Extend Record consumption to stream process with at-least-once processing
• Kafka Part 4: Add another downstream consumer of processed results

Infrastructural Interoperation

• RabbitmqToKafka shows how Atleon allows interoperability between RabbitMQ (as a source/Publisher) and Kafka (as a sink/Subscriber) while maintaining at-least-once processing guarantee. For completeness KafkaToRabbitMQ shows the inverse, still maintaining at-least-once guarantees.

Parallelism

• Kafka Topic Partition Parallelism shows how to parallelize processing of Kafka Records and subsequent transformations by grouping of Topic-Partitions and assigning a Thread per group.
• Kafka Arbitrary Parallelism shows how to parallelize processing of Kafka Records and subsequent transformations by applying arbitrary grouping and assigning a Thread per group. This example (as well as the previous one) highly leverage built-in Acknowledgement Queueing to guarantee in-order acknowledgement of Record offsets.

Error Handling

• Kafka Error Handling shows how to apply resiliency to the processing of Kafka Records, both to possible upstream errors and downstream Acknowledgement Errors.

Deduplication

• Kafka Deduplication shows how to add deduplication to the processing of a Kafka topic. This example maintains the incorporation of Acknowledgement propagation such as to maintain at-least-once processing guarantee

Metrics

• Kafka Micrometer shows how Atleon integrates with Micrometer to provide Metrics from Atleon streams, as well as bridging native Kafka metrics to Micrometer

Tracing

• Kafka Opentracing shows how Atleon integrates with Opentracing to provide traces in reactive pipelines

Spring

• Example Kafka Application demonstrates general intended usage of Atleon in Spring (Boot) applications with Kafka integrations
• Example RabbitMQ Application demonstrates general intended usage of Atleon in Spring (Boot) applications with RabbitMQ integrations
• Example SNS SQS Application demonstrates general intended usage of Atleon in Spring (Boot) application with SNS and SQS integrations