Pipelines Intermediate Quiz 4
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Quiz 4
1. What is a "Watermark" in stream processing?
Report background imagery
Ownership metadata tags
Event time tracking markers
2. What is "Event Time"?
Source generation timestamp
Pipeline initiation execution
Database ingestion markers
3. What is "Processing Time"?
Developer coding duration
Pipeline observation timestamp
Source system establishment
4. What is a "Tumbling Window"?
Continuous moving boundaries
Overlapping time blocks
Fixed non-overlapping segments
5. What is a "Sliding Window"?
Fixed overlapping segments
Hourly self-clearing loops
Batch system partitions
6. What is "Late Data Handling"?
Adjusting engine clocks
Managing delayed records
Rejecting historic inputs
7. What is "Allowed Lateness"?
Task extension permissions
Network latency metrics
Post-watermark acceptance windows
8. What is "Session Windowing"?
Activity-gap chunking rules
Daily processing blocks
Security timeout configurations
9. What is a "Pipeline Trigger"?
System execution crashes
Job initialization hooks
Database cleaning syntax
10. What is "Event Order" management?
Dropping asynchronous data
Alphabetical schema sorting
Source timestamp sorting
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