In distributed networking, the foundational reality is that networks are intrinsically unreliable. When consumers crash after processing an event but before committing their offsets back to Kafka, the broker re-delivers the identical message upon partition rebalance. Building Idempotent Consumers is therefore non-negotiable.
1. Consumer Deduplication Strategies
- Database Unique Constraints: Enforce natural primary keys or unique index constraints on
transaction_idorevent_id. - Distributed Deduplication Cache: Leverage Redis atomic key leases:
SET dedup:event:XYZ "1" NX EX 86400before processing. - Optimistic State Versioning: Update state machines strictly where
version = current_version + 1.
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