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You scheduled a punctuator with WALL_CLOCK_TIME but it triggers irregularly. What could cause this?

medium📝 Debug Q7 of 15
Kafka - Advanced Stream Processing
You scheduled a punctuator with WALL_CLOCK_TIME but it triggers irregularly. What could cause this?
ASystem clock changes or pauses affect WALL_CLOCK_TIME triggers.
BWALL_CLOCK_TIME triggers only on new records, so irregular arrivals cause irregular triggers.
CThe punctuator callback is blocking and delays next triggers.
DKafka Streams does not support WALL_CLOCK_TIME triggers.
Step-by-Step Solution
Solution:
  1. Step 1: Understand WALL_CLOCK_TIME dependency

    WALL_CLOCK_TIME triggers depend on the system clock, so changes like daylight saving or manual adjustments affect timing.
  2. Step 2: Identify cause of irregular triggers

    If system clock changes or pauses, the punctuator triggers can become irregular.
  3. Final Answer:

    System clock changes or pauses affect WALL_CLOCK_TIME triggers. -> Option A
  4. Quick Check:

    WALL_CLOCK_TIME depends on system clock stability [OK]
Quick Trick: System clock affects WALL_CLOCK_TIME triggers [OK]
Common Mistakes:
  • Confusing WALL_CLOCK_TIME with STREAM_TIME behavior
  • Assuming Kafka Streams lacks WALL_CLOCK_TIME support
  • Ignoring blocking code impact

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