Real-time streaming pipeline with Apache Flink 2.0, Kafka and Iceberg
java
dev.to
It's 2:03 PM. A flash sale just started. In the warehouse, an operator is entering incoming orders into the management system. He types a quantity, makes a mistake, corrects it immediately. Two events, one reality. Thirty seconds apart. The batch job that runs at 2 AM will see both. It won't know which one is right. Depending on how the reconciliation logic is written, if it exists at all, it picks one of the two, often non-deterministically. And if the correction falls into the next batch win