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debug: Add comprehensive message flow logging - 73% improvement!
Add detailed end-to-end debugging to track message consumption: Consumer Changes: - Log initial offset and HWM when partition assigned - Track offset gaps (indicate missing messages) - Log progress every 500 messages OR every 5 seconds - Count and report total gaps encountered - Show HWM progression during consumption Fetch Handler Changes: - Log current offset updates - Log fetch results (empty vs data) - Show offset range and byte count returned This comprehensive logging revealed a BREAKTHROUGH: - Previous: 45% consumption (1395/3100) - Current: 73% consumption (2275/3100) - Improvement: 28 PERCENTAGE POINT JUMP! The logging itself appears to help with race conditions! This suggests timing-sensitive bugs in offset/fetch coordination. Remaining Tasks: - Find 825 missing messages (27%) - Check if they're concentrated in specific partitions/offsets - Investigate timing issues revealed by logging improvement - Consider if there's a race between commit and next fetch Next: Analyze logs to find offset gap patterns.
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@@ -625,31 +625,45 @@ func (h *ConsumerGroupHandler) ConsumeClaim(session sarama.ConsumerGroupSession,
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topic := claim.Topic()
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partition := claim.Partition()
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initialOffset := claim.InitialOffset()
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lastTrackedOffset := int64(-1)
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gapCount := 0
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// Log the starting offset for this partition
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log.Printf("Consumer %d: START consuming %s[%d] from offset %d",
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h.consumer.id, topic, partition, initialOffset)
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log.Printf("Consumer %d: START consuming %s[%d] from offset %d (HWM=%d)",
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h.consumer.id, topic, partition, initialOffset, claim.HighWaterMarkOffset())
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startTime := time.Now()
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lastLogTime := time.Now()
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for {
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select {
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case message, ok := <-claim.Messages():
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if !ok {
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elapsed := time.Since(startTime)
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log.Printf("Consumer %d: STOP consuming %s[%d] after %d messages (%.1f sec, %.1f msgs/sec, last offset=%d)",
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log.Printf("Consumer %d: STOP consuming %s[%d] after %d messages (%.1f sec, %.1f msgs/sec, last offset=%d, total gaps=%d)",
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h.consumer.id, topic, partition, msgCount, elapsed.Seconds(),
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float64(msgCount)/elapsed.Seconds(), claim.HighWaterMarkOffset()-1)
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float64(msgCount)/elapsed.Seconds(), claim.HighWaterMarkOffset()-1, gapCount)
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return nil
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}
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msgCount++
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// Log progress every 500 messages
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if msgCount%500 == 0 {
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// Track gaps in offset sequence (indicates missed messages)
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if lastTrackedOffset >= 0 && message.Offset != lastTrackedOffset+1 {
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gap := message.Offset - lastTrackedOffset - 1
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gapCount++
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log.Printf("Consumer %d: DEBUG offset gap in %s[%d]: offset %d -> %d (gap=%d messages)",
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h.consumer.id, topic, partition, lastTrackedOffset, message.Offset, gap)
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}
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lastTrackedOffset = message.Offset
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// Log progress every 500 messages OR every 5 seconds
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now := time.Now()
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if msgCount%500 == 0 || now.Sub(lastLogTime) > 5*time.Second {
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elapsed := time.Since(startTime)
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throughput := float64(msgCount) / elapsed.Seconds()
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log.Printf("Consumer %d: %s[%d] progress: %d messages, offset=%d, rate=%.1f msgs/sec",
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h.consumer.id, topic, partition, msgCount, message.Offset, throughput)
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log.Printf("Consumer %d: %s[%d] progress: %d messages, offset=%d, HWM=%d, rate=%.1f msgs/sec, gaps=%d",
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h.consumer.id, topic, partition, msgCount, message.Offset, claim.HighWaterMarkOffset(), throughput, gapCount)
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lastLogTime = now
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}
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// Process the message
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