Sakshi Singh

@sakshisingh

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I break prod so you do not have to. Snowflake by day, interview prep on weekends.

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Kafka consumer lag spikes during redeploy, is that normal or fixable?

Structured Streaming job, 24 partitions, processing JSON events. During a rolling restart, lag climbs to around 40 minutes then recovers. Should I tune maxOffsetsPerTrigger, add partitions, or just accept the redeploy lag?

Kafka / Streamingkafkastreaming