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Which statement describes the fundamental programming model employed by Spark Structured Streaming?
Which statement describes the fundamental programming model employed by Spark Structured Streaming?
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Explanation:
Structured Streaming in Apache Spark models a data stream as a continuously growing table where new data is appended as new rows. This abstraction allows users to apply batch-like operations (e.g., SQL queries) on streaming data. Option D correctly captures this model. Other options are incorrect: A (GPUs are not used), B (not derived from Kafka), C (no specialized hardware), and E (describes state management, not the core programming model).